{ "cells": [ { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "view-in-github" }, "source": [ "\"Open" ] }, { "cell_type": "markdown", "metadata": { "id": "zO7oZXmKFlFG" }, "source": [ "# Stolen Bronzes: Western Museums and Repatriation\n", "\n", "## Introduction\n", "\n", ">\"*Walk into any European museum today and you will see the curated spoils of Empire. They sit behind plate glass: dignified, tastefully lit. Accompanying pieces of card offer a name, date and place of origin. They do not mention that the objects are all stolen*.\"\n", ">\n", "> 'Radicals in Conversation': The Brutish Museums\n", "\n", "Public history and digital humanities offers a locus point of contending with difficult pasts. Museums, often considered bastions of knowledge, learning, and public good have fallen under an increasingly critical gaze -- and rightfully so. Public museums have been tools of colonialism, racism, and superiority centred around the supremacy of the west and its history. \n", "\n", "Digital repositories of museum archives and websites can be used to subvert the exclusionary practices employed by museums and provide tools for marginalized peoples --. The purpose of this notebook is to act as a digital tool for real life change, and it is focused on Dan Hick's [Tweet](https://twitter.com/profdanhicks/status/1375421209265983488) and book, *The Brutish Museum*." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 505 }, "id": "plzt2jDiGN_o", "outputId": "357c456c-1728-4377-9989-2abddcc02a07" }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "output_type": "display_data" } ], "source": [ "%%html\n", "" ] }, { "cell_type": "markdown", "metadata": { "id": "vN_V4zukGU-n" }, "source": [ "What I read in Dan Hicks' Tweet was a call to action. Not necessarily for the average citizen to take the bronzes back, but to start an important discussion about the nature of artifact aqcuisition and confronting how museums procure these items in the first place.\n", "\n", "The appendix' list is a small fraction of the stolen artifacts found in hundreds of museums all over the world but it is a powerful point of focus. I want to create something, however small, that can give others the tools to have a visual representation of stolen artifacts distribution and interrogate why (mostly) western museums are the institutions holding these artifacts, what effect this has, and what's being done with them. Can anyone own art? Who has the power to decide? How do we give that power back to those who were stolen from?\n", "\n", "To learn more about the Benin bronzes and their history, a good place to start is with the ['Radicals in Conversation'](https://www.plutobooks.com/blog/podcast-brutish-museums-benin-bronzes-decolonisation/) podcast.\n", "\n", "And now, what I have here is a helpful tool for all of us to answer, **\"*How close are you right this second to a looted Benin Bronze*?\"**\n", "\n", "# Data\n", "\n", "I have compiled a dataframe of all the museums listed in Hicks' appendix'; you can see the original above in his Tweet. The data is in a .CSV file stored in my [GitHub repository](https://github.com/kuriousk516/HIST4916a-Stolen_Bronzes), and you can also find screenshots of the errors I encountered and advice I recieved through the HIST4916a Discord server, some of which I will reference here when discussing data limitations. \n", "\n", "## Mapping with Folium\n", "\n", "Folium seemed the best choice for this project since it doesn't rely on Google Maps for the map itself or the data entry process. [This is the tutorial](https://craftingdh.netlify.app/tutorials/folium/) that I used for the majority of the data coding, and this is the [Point Map alternative](https://handsondataviz.org/mymaps.html) I considered but decided against. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "6iMrlvgtHcA6" }, "outputs": [], "source": [ "import lxml" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "id": "VuFyrbRNHokk" }, "outputs": [], "source": [ "import pandas as pd\n", "pd.set_option(\"max_rows\", 400)\n", "pd.set_option(\"max_colwidth\", 400)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "gKmPP6X9HrYK" }, "outputs": [], "source": [ "import pandas, os" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "8h9p_PCKHxVH", "outputId": "d39b793b-a87b-4d1d-95ad-174f8bcddf34" }, "outputs": [ { "data": { "text/plain": [ "['.config', 'benin_bronze_locations2.csv', 'sample_data']" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "os.listdir()\n", "['.config', 'benin_bronze_locations2.csv', 'sample_data']" ] }, { "cell_type": "markdown", "metadata": { "id": "IrBdJJn0XZ88" }, "source": [ "Here is where I ran into some trouble. I was having great difficulty in loading my .CSV file into the notebook, so I uploaded the file from my computer. Here is the alternative code to upload it using the RAW link from GitHub: \n", "\n", "url = 'copied_raw_GH_link'\n", "\n", "df1 = pd.read_csv(url)\n", "\n", "If you have another (simpler) way of getting the job done, I fully encourage you altering the code to make it happen. " ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 73, "resources": { "http://localhost:8080/nbextensions/google.colab/files.js": { "data": 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"headers": [ [ "content-type", "application/javascript" ] ], "ok": true, "status": 200, "status_text": "" } } }, "id": "ZqvZ_78dILXA", "outputId": "db8a1c26-6e74-4674-9017-3881f77e6da2" }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " Upload widget is only available when the cell has been executed in the\n", " current browser session. Please rerun this cell to enable.\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Saving benin_bronze_locations2.csv to benin_bronze_locations2.csv\n" ] } ], "source": [ "from google.colab import files\n", "uploaded = files.upload()" ] }, { "cell_type": "markdown", "metadata": { "id": "hgyjLo4FY9yW" }, "source": [ "In the .CSV file, I only had the name of the museums, cities, and countries. Manually inputting the necessary data for plotting the locations would be time-consuming and tedious, but I have an example using geopy and Nomatim to pull individual location info for the cases when \"NaN\" pops up when expanding the entire dataframe." ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "JyzWPoZsH5rG", "outputId": "06893bad-eb3b-488e-f17f-0d16667a04fa" }, "outputs": [ { "data": { "text/html": [ "
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PlaceCityCountry
0Ulster MuseumBelfastUnited Kingdom
1Barber Institute University of BirminghamBirminghamUnited Kingdom
2City Museum and Art GalleryBirminghamUnited Kingdom
3Brighton Museum and Art GalleryBrightonUnited Kingdom
4Bristol City MuseumBristolUnited Kingdom
5Museum of Archaeology and AnthropologyCambridgeUnited Kingdom
6Jesus CollegeCambridgeUnited Kingdom
7Dumas-Egerton TrustCambridgeUnited Kingdom
8National Museums ScotlandEdinburghUnited Kingdom
9Myers Museum Eton CollegeBerkshireUnited Kingdom
10Glasgow Art GalleryGlasgowUnited Kingdom
11St Mungos Museum of Religious LifeGlasgowUnited Kingdom
12Bankfield MuseumHalifaxUnited Kingdom
13East Yorkshire Regimental CollectionHullUnited Kingdom
14Hull MuseumsHullUnited Kingdom
15Ipwich MuseumIpwichUnited Kingdom
16Leeds City MuseumLeedsUnited Kingdom
17Royal ArmouriesLeedsUnited Kingdom
18World MuseumsLiverpoolUnited Kingdom
19Museum of LiverpoolLiverpoolUnited Kingdom
20British MuseumLondonUnited Kingdom
21Horniman Museum LondonLondonUnited Kingdom
22Lambeth PalaceLondonUnited Kingdom
23Natural History MuseumLondonUnited Kingdom
24Royal Museums GreenwichLondonUnited Kingdom
25Victoria and Albert MuseumLondonUnited Kingdom
26Wellcome CollectionLondonUnited Kingdom
27Maidstone MuseumKentUnited Kingdom
28Manchester Museum University of ManchesterManchesterUnited Kingdom
29Great North MuseumNewcastleUnited Kingdom
30National Museum of the Royal NavyPorstmouthUnited Kingdom
31Cumberland House MuseumPorstmouthUnited Kingdom
32Lancashire Infantry Museum Fulwood BarracksPrestonUnited Kingdom
33Powell Cotton MuseumBirchington-on-SeaUnited Kingdom
34Norfolk MuseumNorfolkUnited Kingdom
35Sainsbury Centre University of East AngliaNorwichUnited Kingdom
36The Royal Albert MuseumExeterUnited Kingdom
37University Museums University of AberdeenAberdeenUnited Kingdom
38Admolean Museum University of OxfordOxfordUnited Kingdom
39The Rivers Museum University of OxfordOxfordUnited Kingdom
40City Art GallerySalfordUnited Kingdom
41World Museum National Museums LiverpoolLiverpoolUnited Kingdom
42Warington Museum and Art GalleryWaringtonUnited Kingdom
43Royal CollectionWindsorUnited Kingdom
44Baltimore Museum of ArtBaltimoreUSA
45Roche A Hearst Museum of Anthropology University of CaliforniaBerkeleyUSA
46Museum of Fine ArtsBostonUSA
47Albright Knox Art GalleryBuffaloUSA
48Buffalo Museum of ScienceBuffaloUSA
49Peabody Museum, Harvard UniversityCambridgeUSA
50Art Institute of ChicagoChicagoUSA
51Field Museum of Natural HistoryChicagoUSA
52Cleveland Art MuseumClevelandUSA
53Dallas Art MuseumDallasUSA
54Hood Museum of Art, Dartmouth CollegeHanoverUSA
55Denver Art MuseumDenverUSA
56Detroit Institute of ArtsDetroitUSA
57Indianapolis Museum of ArtIndianapolisUSA
58University of IowaIowa CityUSA
59Los Angeles County Museum of ArtLos AngelesUSA
60Fowler Museum, University of CaliforniaLos AngelesUSA
61Milwaukee Public MuseumMilwaukeeUSA
62Minneapolis Institute of ArtsMinneapolisUSA
63Newark MuseumNewarkUSA
64Yale University Art GalleryNew HavenUSA
65New Orleans Museum of ArtNew OrleansUSA
66American Museum of Natural HistoryNew York CityUSA
67Brooklyn MuseumNew York CityUSA
68The Metropolitan Museum of ArtNew York CityUSA
69Stovall MuseumNormanUSA
70Allen Memorial Art MuseumOberlinUSA
71Philadelphia Museum of ArtPhiladelphiaUSA
72Carnegie InstitutePittsburghUSA
73University of Pennsylvania Museum of Archaeology and AnthropologyPhiladelphiaUSA
74Museum of Art, Rhode Island School of DesignProvidenceUSA
75Haffenreffer Museum of AntrhopologyProvidenceUSA
76de Young MuseumSan FranciscoUSA
77Seattle Art MuseumSeattleUSA
78City Art MuseumSt LouisUSA
79Hirschhorn Museum of Sculpture GardenWashingtonUSA
80National Museum of African Art, Smithsonian InstitutionWashingtonUSA
81Ethnologisches Museum BerlinBerlinGermany
82Bode-MuseumBerlinGermany
83Stadtisches MuseumBraunschweigGermany
84Ubersee-MuseumBremenGermany
85Stadtisches MuseumBrunswickGermany
86Rautenstrauch-Joest MuseumCologneGermany
87Hessiches LandesmuseumDarmstadtGermany
88Dresden Museum fur Volkerunde University of GottingenDresdenGermany
89Staatliche Museum fur VolkerkundeDresdenGermany
90Museum der WeltkulturenFrankfurt am MainGermany
91Museum Natur und MenschFreiburgGermany
92Intitut fur Volkerkunde University of GottingenGöttingenGermany
93MKG Museum fur Kunst und GewerbeHamburgGermany
94MARKK Museum am Rothenbaum Kulturen und Kunste der WeltHamburgGermany
95Niedersachisisches LandesmuseumHannoverGermany
96Volkerkundesammlung der J und E von Portheim StiftungHeidelbergGermany
97Roemer-Pelizaeus-MuseumHildesheimGermany
98Grassi VolkerkundemuseumLeipzigGermany
99VolkerkundesammlungLübeckGermany
100Reiss Englehorn MuseumMannheimGermany
101Johannes Gutenberg UniversityMainzGermany
102Musuem Funf KontinenteMunichGermany
103Linden MuseumStuttgartGermany
104Museum der Stadt UlmUlmGermany
105Royal Court of BeninBeninNigeria
106Collection of the High Priest Osemwegie EbohonBeninNigeria
107National MuseumBenin CityNigeria
108National Museum CalabarCalabarNigeria
109National MuseumIfeNigeria
110National MuseumLagosNigeria
111Ibadan UniversityIbadanNigeria
112National Commision for Museums and MonumentsNaNNigeria
113Museo do DondoDondoAngola
114South Australian MuseumAdelaideAustralia
115Australian MuseumSydneyAustralia
116WelmuseumViennaAustria
117Oesterreichische Akademie der WissenschaftenViennaAustria
118Etnografisch MuseumAntwerpBeligium
119Musées royaux d'art et d'histoireBrusselsBeligium
120Royal Africa MuseumTervurenBeligium
121Musee canadien de l'histoireGatineauCanada
122Musee des beaux-artsMontrealCanada
123Royal Ontario MuseumTorontoCanada
124Museum of Anthropology at the University of British ColumbiaVancouverCanada
125National MuseumCopenhagenDenmark
126Moesgaard MuseumAarhusDenmark
127Musee du quai BranlyParisFrance
128Cluny MuseumParisFrance
129National Museum of IrelandDublinIreland
130Hunt MuseumLimerickIreland
131Vatican MuseumsVatican CityItaly
132National Museum of EthnologyOsakaJapan
133TropenmuseumAmsterdamNetherlands
134Rijksmuseum van OudhedenLeidenNetherlands
135Museum VolkenkundeLeidenNetherlands
136Museum voor Land en VolkenkundeRotterdamNetherlands
137Ethnographic MuseumOsloNorway
138Sociedade de GeografiaLisbonPortugal
139Museo de Grao VascoViseuPortugal
140Anthropological Museum of Moscow State UniversityMoscowRussia
141Kunstkamera Museum of Ethnology and AnthropologySaint PetersburgRussia
142Russian Museum of EhtnographySaint PetersburgRussia
143Musee des civilisations noiresDakarSenegal
144Museum de Cultures del MonBarcelonaSpain
145Seminario de Historia Primitiva del HombreMadridSpain
146Varldskultur MuseumGothenburgSweden
147Varldskultur MuseumStockholmSweden
148Uppsala UniversityUppsalaSweden
149Museum fur VolkenkundeBaselSwitzerland
150Bernisches Historisches MuseumBernSwitzerland
151Musee d'EthnographieGenevaSwitzerland
152Musee d'EthnographieNeuchatelSwitzerland
153Sammlungen fur VolkerkundeSt GallenSwitzerland
154Museum RietbergZurichSwitzerland
155VolkerkundemuseumZurichSwitzerland
156LouvreAbu DhabiUnited Arab Emirates
\n", "
" ], "text/plain": [ " Place \\\n", "0 Ulster Museum \n", "1 Barber Institute University of Birmingham \n", "2 City Museum and Art Gallery \n", "3 Brighton Museum and Art Gallery \n", "4 Bristol City Museum \n", "5 Museum of Archaeology and Anthropology \n", "6 Jesus College \n", "7 Dumas-Egerton Trust \n", "8 National Museums Scotland \n", "9 Myers Museum Eton College \n", "10 Glasgow Art Gallery \n", "11 St Mungos Museum of Religious Life \n", "12 Bankfield Museum \n", "13 East Yorkshire Regimental Collection \n", "14 Hull Museums \n", "15 Ipwich Museum \n", "16 Leeds City Museum \n", "17 Royal Armouries \n", "18 World Museums \n", "19 Museum of Liverpool \n", "20 British Museum \n", "21 Horniman Museum London \n", "22 Lambeth Palace \n", "23 Natural History Museum \n", "24 Royal Museums Greenwich \n", "25 Victoria and Albert Museum \n", "26 Wellcome Collection \n", "27 Maidstone Museum \n", "28 Manchester Museum University of Manchester \n", "29 Great North Museum \n", "30 National Museum of the Royal Navy \n", "31 Cumberland House Museum \n", "32 Lancashire Infantry Museum Fulwood Barracks \n", "33 Powell Cotton Museum \n", "34 Norfolk Museum \n", "35 Sainsbury Centre University of East Anglia \n", "36 The Royal Albert Museum \n", "37 University Museums University of Aberdeen \n", "38 Admolean Museum University of Oxford \n", "39 The Rivers Museum University of Oxford \n", "40 City Art Gallery \n", "41 World Museum National Museums Liverpool \n", "42 Warington Museum and Art Gallery \n", "43 Royal Collection \n", "44 Baltimore Museum of Art \n", "45 Roche A Hearst Museum of Anthropology University of California \n", "46 Museum of Fine Arts \n", "47 Albright Knox Art Gallery \n", "48 Buffalo Museum of Science \n", "49 Peabody Museum, Harvard University \n", "50 Art Institute of Chicago \n", "51 Field Museum of Natural History \n", "52 Cleveland Art Museum \n", "53 Dallas Art Museum \n", "54 Hood Museum of Art, Dartmouth College \n", "55 Denver Art Museum \n", "56 Detroit Institute of Arts \n", "57 Indianapolis Museum of Art \n", "58 University of Iowa \n", "59 Los Angeles County Museum of Art \n", "60 Fowler Museum, University of California \n", "61 Milwaukee Public Museum \n", "62 Minneapolis Institute of Arts \n", "63 Newark Museum \n", "64 Yale University Art Gallery \n", "65 New Orleans Museum of Art \n", "66 American Museum of Natural History \n", "67 Brooklyn Museum \n", "68 The Metropolitan Museum of Art \n", "69 Stovall Museum \n", "70 Allen Memorial Art Museum \n", "71 Philadelphia Museum of Art \n", "72 Carnegie Institute \n", "73 University of Pennsylvania Museum of Archaeology and Anthropology \n", "74 Museum of Art, Rhode Island School of Design \n", "75 Haffenreffer Museum of Antrhopology \n", "76 de Young Museum \n", "77 Seattle Art Museum \n", "78 City Art Museum \n", "79 Hirschhorn Museum of Sculpture Garden \n", "80 National Museum of African Art, Smithsonian Institution \n", "81 Ethnologisches Museum Berlin \n", "82 Bode-Museum \n", "83 Stadtisches Museum \n", "84 Ubersee-Museum \n", "85 Stadtisches Museum \n", "86 Rautenstrauch-Joest Museum \n", "87 Hessiches Landesmuseum \n", "88 Dresden Museum fur Volkerunde University of Gottingen \n", "89 Staatliche Museum fur Volkerkunde \n", "90 Museum der Weltkulturen \n", "91 Museum Natur und Mensch \n", "92 Intitut fur Volkerkunde University of Gottingen \n", "93 MKG Museum fur Kunst und Gewerbe \n", "94 MARKK Museum am Rothenbaum Kulturen und Kunste der Welt \n", "95 Niedersachisisches Landesmuseum \n", "96 Volkerkundesammlung der J und E von Portheim Stiftung \n", "97 Roemer-Pelizaeus-Museum \n", "98 Grassi Volkerkundemuseum \n", "99 Volkerkundesammlung \n", "100 Reiss Englehorn Museum \n", "101 Johannes Gutenberg University \n", "102 Musuem Funf Kontinente \n", "103 Linden Museum \n", "104 Museum der Stadt Ulm \n", "105 Royal Court of Benin \n", "106 Collection of the High Priest Osemwegie Ebohon \n", "107 National Museum \n", "108 National Museum Calabar \n", "109 National Museum \n", "110 National Museum \n", "111 Ibadan University \n", "112 National Commision for Museums and Monuments \n", "113 Museo do Dondo \n", "114 South Australian Museum \n", "115 Australian Museum \n", "116 Welmuseum \n", "117 Oesterreichische Akademie der Wissenschaften \n", "118 Etnografisch Museum \n", "119 Musées royaux d'art et d'histoire \n", "120 Royal Africa Museum \n", "121 Musee canadien de l'histoire \n", "122 Musee des beaux-arts \n", "123 Royal Ontario Museum \n", "124 Museum of Anthropology at the University of British Columbia \n", "125 National Museum \n", "126 Moesgaard Museum \n", "127 Musee du quai Branly \n", "128 Cluny Museum \n", "129 National Museum of Ireland \n", "130 Hunt Museum \n", "131 Vatican Museums \n", "132 National Museum of Ethnology \n", "133 Tropenmuseum \n", "134 Rijksmuseum van Oudheden \n", "135 Museum Volkenkunde \n", "136 Museum voor Land en Volkenkunde \n", "137 Ethnographic Museum \n", "138 Sociedade de Geografia \n", "139 Museo de Grao Vasco \n", "140 Anthropological Museum of Moscow State University \n", "141 Kunstkamera Museum of Ethnology and Anthropology \n", "142 Russian Museum of Ehtnography \n", "143 Musee des civilisations noires \n", "144 Museum de Cultures del Mon \n", "145 Seminario de Historia Primitiva del Hombre \n", "146 Varldskultur Museum \n", "147 Varldskultur Museum \n", "148 Uppsala University \n", "149 Museum fur Volkenkunde \n", "150 Bernisches Historisches Museum \n", "151 Musee d'Ethnographie \n", "152 Musee d'Ethnographie \n", "153 Sammlungen fur Volkerkunde \n", "154 Museum Rietberg \n", "155 Volkerkundemuseum \n", "156 Louvre \n", "\n", " City Country \n", "0 Belfast United Kingdom \n", "1 Birmingham United Kingdom \n", "2 Birmingham United Kingdom \n", "3 Brighton United Kingdom \n", "4 Bristol United Kingdom \n", "5 Cambridge United Kingdom \n", "6 Cambridge United Kingdom \n", "7 Cambridge United Kingdom \n", "8 Edinburgh United Kingdom \n", "9 Berkshire United Kingdom \n", "10 Glasgow United Kingdom \n", "11 Glasgow United Kingdom \n", "12 Halifax United Kingdom \n", "13 Hull United Kingdom \n", "14 Hull United Kingdom \n", "15 Ipwich United Kingdom \n", "16 Leeds United Kingdom \n", "17 Leeds United Kingdom \n", "18 Liverpool United Kingdom \n", "19 Liverpool United Kingdom \n", "20 London United Kingdom \n", "21 London United Kingdom \n", "22 London United Kingdom \n", "23 London United Kingdom \n", "24 London United Kingdom \n", "25 London United Kingdom \n", "26 London United Kingdom \n", "27 Kent United Kingdom \n", "28 Manchester United Kingdom \n", "29 Newcastle United Kingdom \n", "30 Porstmouth United Kingdom \n", "31 Porstmouth United Kingdom \n", "32 Preston United Kingdom \n", "33 Birchington-on-Sea United Kingdom \n", "34 Norfolk United Kingdom \n", "35 Norwich United Kingdom \n", "36 Exeter United Kingdom \n", "37 Aberdeen United Kingdom \n", "38 Oxford United Kingdom \n", "39 Oxford United Kingdom \n", "40 Salford United Kingdom \n", "41 Liverpool United Kingdom \n", "42 Warington United Kingdom \n", "43 Windsor United Kingdom \n", "44 Baltimore USA \n", "45 Berkeley USA \n", "46 Boston USA \n", "47 Buffalo USA \n", "48 Buffalo USA \n", "49 Cambridge USA \n", "50 Chicago USA \n", "51 Chicago USA \n", "52 Cleveland USA \n", "53 Dallas USA \n", "54 Hanover USA \n", "55 Denver USA \n", "56 Detroit USA \n", "57 Indianapolis USA \n", "58 Iowa City USA \n", "59 Los Angeles USA \n", "60 Los Angeles USA \n", "61 Milwaukee USA \n", "62 Minneapolis USA \n", "63 Newark USA \n", "64 New Haven USA \n", "65 New Orleans USA \n", "66 New York City USA \n", "67 New York City USA \n", "68 New York City USA \n", "69 Norman USA \n", "70 Oberlin USA \n", "71 Philadelphia USA \n", "72 Pittsburgh USA \n", "73 Philadelphia USA \n", "74 Providence USA \n", "75 Providence USA \n", "76 San Francisco USA \n", "77 Seattle USA \n", "78 St Louis USA \n", "79 Washington USA \n", "80 Washington USA \n", "81 Berlin Germany \n", "82 Berlin Germany \n", "83 Braunschweig Germany \n", "84 Bremen Germany \n", "85 Brunswick Germany \n", "86 Cologne Germany \n", "87 Darmstadt Germany \n", "88 Dresden Germany \n", "89 Dresden Germany \n", "90 Frankfurt am Main Germany \n", "91 Freiburg Germany \n", "92 Göttingen Germany \n", "93 Hamburg Germany \n", "94 Hamburg Germany \n", "95 Hannover Germany \n", "96 Heidelberg Germany \n", "97 Hildesheim Germany \n", "98 Leipzig Germany \n", "99 Lübeck Germany \n", "100 Mannheim Germany \n", "101 Mainz Germany \n", "102 Munich Germany \n", "103 Stuttgart Germany \n", "104 Ulm Germany \n", "105 Benin Nigeria \n", "106 Benin Nigeria \n", "107 Benin City Nigeria \n", "108 Calabar Nigeria \n", "109 Ife Nigeria \n", "110 Lagos Nigeria \n", "111 Ibadan Nigeria \n", "112 NaN Nigeria \n", "113 Dondo Angola \n", "114 Adelaide Australia \n", "115 Sydney Australia \n", "116 Vienna Austria \n", "117 Vienna Austria \n", "118 Antwerp Beligium \n", "119 Brussels Beligium \n", "120 Tervuren Beligium \n", "121 Gatineau Canada \n", "122 Montreal Canada \n", "123 Toronto Canada \n", "124 Vancouver Canada \n", "125 Copenhagen Denmark \n", "126 Aarhus Denmark \n", "127 Paris France \n", "128 Paris France \n", "129 Dublin Ireland \n", "130 Limerick Ireland \n", "131 Vatican City Italy \n", "132 Osaka Japan \n", "133 Amsterdam Netherlands \n", "134 Leiden Netherlands \n", "135 Leiden Netherlands \n", "136 Rotterdam Netherlands \n", "137 Oslo Norway \n", "138 Lisbon Portugal \n", "139 Viseu Portugal \n", "140 Moscow Russia \n", "141 Saint Petersburg Russia \n", "142 Saint Petersburg Russia \n", "143 Dakar Senegal \n", "144 Barcelona Spain \n", "145 Madrid Spain \n", "146 Gothenburg Sweden \n", "147 Stockholm Sweden \n", "148 Uppsala Sweden \n", "149 Basel Switzerland \n", "150 Bern Switzerland \n", "151 Geneva Switzerland \n", "152 Neuchatel Switzerland \n", "153 St Gallen Switzerland \n", "154 Zurich Switzerland \n", "155 Zurich Switzerland \n", "156 Abu Dhabi United Arab Emirates " ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df1=pandas.read_csv('benin_bronze_locations2.csv', encoding = \"ISO-8859-1\", engine ='python')\n", "df1" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "0tEloyUPG3Kq", "outputId": "105216d7-c294-40d2-c52e-c74ae780d6fc" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting geopy\n", " Using cached https://files.pythonhosted.org/packages/0c/67/915668d0e286caa21a1da82a85ffe3d20528ec7212777b43ccd027d94023/geopy-2.1.0-py3-none-any.whl\n", "Collecting geographiclib<2,>=1.49 (from geopy)\n", " Using cached https://files.pythonhosted.org/packages/8b/62/26ec95a98ba64299163199e95ad1b0e34ad3f4e176e221c40245f211e425/geographiclib-1.50-py3-none-any.whl\n", "Installing collected packages: geographiclib, geopy\n", "Successfully installed geographiclib-1.50 geopy-2.1.0\n" ] } ], "source": [ "!pip install geopy" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "id": "HQDl6CQVG89k" }, "outputs": [], "source": [ "from geopy.geocoders import Nominatim" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "id": "Os9GYgs0HByo" }, "outputs": [], "source": [ "geolocator = Nominatim(user_agent=\"BENIN-BRONZES\", timeout=2)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "id": "stiFjyOZIa7E" }, "outputs": [], "source": [ "location = geolocator.geocode(\"Ulster Museum United Kingdom\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "WbkJD3rdIl88", "outputId": "1c3b5e0b-7284-4c67-b3f0-6f2e9cc513cd" }, "outputs": [ { "data": { "text/plain": [ "Location(Ulster Museum, Stranmillis Road, Queen's Quarter, Belfast, County Antrim, Northern Ireland, BT9 5AB, United Kingdom, (54.58228485, -5.935325683757221, 0.0))" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "location" ] }, { "cell_type": "markdown", "metadata": { "id": "D7QcSOU6Iq1S" }, "source": [ "Great! Now we have the means of finding the relevant map information for individual entires. But to process the large amount of data, I followed [this YouTube tutorial](https://www.youtube.com/watch?v=0IjdfgmWzMk) for some extra help." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "id": "3tBIy8LAI873" }, "outputs": [], "source": [ "def find_location(row):\n", " \n", " place = row['place']\n", " \n", " location = geolocator.geocode(place)\n", " \n", " if location != None:\n", " return location.address, location.latitude, location.longitude, location.raw['importance']\n", " else:\n", " return \"Not Found\", \"Not Found\", \"Not Found\", \"Not Found\"" ] }, { "cell_type": "markdown", "metadata": { "id": "dz8cQnXeJnxx" }, "source": [ "To expand on my data, I needed to add a new column to my dataframe -- the addresses of the museums. \n", "\n" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "id": "osJ75kgRJ0kZ" }, "outputs": [], "source": [ "df1[\"Address\"]=df1[\"Place\"]+\", \"+df1[\"City\"]+\", \"+df1[\"Country\"]" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "NVuAfCAYKBqg", "outputId": "a084df7a-d0ed-491e-b3f6-5fa3c0085d7f" }, "outputs": [ { "data": { "text/html": [ "
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PlaceCityCountryAddress
0Ulster MuseumBelfastUnited KingdomUlster Museum, Belfast, United Kingdom
1Barber Institute University of BirminghamBirminghamUnited KingdomBarber Institute University of Birmingham, Birmingham, United Kingdom
2City Museum and Art GalleryBirminghamUnited KingdomCity Museum and Art Gallery, Birmingham, United Kingdom
3Brighton Museum and Art GalleryBrightonUnited KingdomBrighton Museum and Art Gallery, Brighton, United Kingdom
4Bristol City MuseumBristolUnited KingdomBristol City Museum, Bristol, United Kingdom
5Museum of Archaeology and AnthropologyCambridgeUnited KingdomMuseum of Archaeology and Anthropology, Cambridge, United Kingdom
6Jesus CollegeCambridgeUnited KingdomJesus College, Cambridge, United Kingdom
7Dumas-Egerton TrustCambridgeUnited KingdomDumas-Egerton Trust, Cambridge, United Kingdom
8National Museums ScotlandEdinburghUnited KingdomNational Museums Scotland, Edinburgh, United Kingdom
9Myers Museum Eton CollegeBerkshireUnited KingdomMyers Museum Eton College, Berkshire, United Kingdom
10Glasgow Art GalleryGlasgowUnited KingdomGlasgow Art Gallery, Glasgow, United Kingdom
11St Mungos Museum of Religious LifeGlasgowUnited KingdomSt Mungos Museum of Religious Life, Glasgow, United Kingdom
12Bankfield MuseumHalifaxUnited KingdomBankfield Museum, Halifax, United Kingdom
13East Yorkshire Regimental CollectionHullUnited KingdomEast Yorkshire Regimental Collection, Hull, United Kingdom
14Hull MuseumsHullUnited KingdomHull Museums, Hull, United Kingdom
15Ipwich MuseumIpwichUnited KingdomIpwich Museum, Ipwich, United Kingdom
16Leeds City MuseumLeedsUnited KingdomLeeds City Museum, Leeds, United Kingdom
17Royal ArmouriesLeedsUnited KingdomRoyal Armouries, Leeds, United Kingdom
18World MuseumsLiverpoolUnited KingdomWorld Museums, Liverpool, United Kingdom
19Museum of LiverpoolLiverpoolUnited KingdomMuseum of Liverpool, Liverpool, United Kingdom
20British MuseumLondonUnited KingdomBritish Museum, London, United Kingdom
21Horniman Museum LondonLondonUnited KingdomHorniman Museum London, London, United Kingdom
22Lambeth PalaceLondonUnited KingdomLambeth Palace, London, United Kingdom
23Natural History MuseumLondonUnited KingdomNatural History Museum, London, United Kingdom
24Royal Museums GreenwichLondonUnited KingdomRoyal Museums Greenwich, London, United Kingdom
25Victoria and Albert MuseumLondonUnited KingdomVictoria and Albert Museum, London, United Kingdom
26Wellcome CollectionLondonUnited KingdomWellcome Collection, London, United Kingdom
27Maidstone MuseumKentUnited KingdomMaidstone Museum, Kent, United Kingdom
28Manchester Museum University of ManchesterManchesterUnited KingdomManchester Museum University of Manchester, Manchester, United Kingdom
29Great North MuseumNewcastleUnited KingdomGreat North Museum, Newcastle, United Kingdom
30National Museum of the Royal NavyPorstmouthUnited KingdomNational Museum of the Royal Navy, Porstmouth, United Kingdom
31Cumberland House MuseumPorstmouthUnited KingdomCumberland House Museum, Porstmouth, United Kingdom
32Lancashire Infantry Museum Fulwood BarracksPrestonUnited KingdomLancashire Infantry Museum Fulwood Barracks, Preston, United Kingdom
33Powell Cotton MuseumBirchington-on-SeaUnited KingdomPowell Cotton Museum, Birchington-on-Sea, United Kingdom
34Norfolk MuseumNorfolkUnited KingdomNorfolk Museum, Norfolk, United Kingdom
35Sainsbury Centre University of East AngliaNorwichUnited KingdomSainsbury Centre University of East Anglia, Norwich, United Kingdom
36The Royal Albert MuseumExeterUnited KingdomThe Royal Albert Museum, Exeter, United Kingdom
37University Museums University of AberdeenAberdeenUnited KingdomUniversity Museums University of Aberdeen, Aberdeen, United Kingdom
38Admolean Museum University of OxfordOxfordUnited KingdomAdmolean Museum University of Oxford, Oxford, United Kingdom
39The Rivers Museum University of OxfordOxfordUnited KingdomThe Rivers Museum University of Oxford, Oxford, United Kingdom
40City Art GallerySalfordUnited KingdomCity Art Gallery, Salford, United Kingdom
41World Museum National Museums LiverpoolLiverpoolUnited KingdomWorld Museum National Museums Liverpool, Liverpool, United Kingdom
42Warington Museum and Art GalleryWaringtonUnited KingdomWarington Museum and Art Gallery, Warington, United Kingdom
43Royal CollectionWindsorUnited KingdomRoyal Collection, Windsor, United Kingdom
44Baltimore Museum of ArtBaltimoreUSABaltimore Museum of Art, Baltimore, USA
45Roche A Hearst Museum of Anthropology University of CaliforniaBerkeleyUSARoche A Hearst Museum of Anthropology University of California, Berkeley, USA
46Museum of Fine ArtsBostonUSAMuseum of Fine Arts, Boston, USA
47Albright Knox Art GalleryBuffaloUSAAlbright Knox Art Gallery, Buffalo, USA
48Buffalo Museum of ScienceBuffaloUSABuffalo Museum of Science, Buffalo, USA
49Peabody Museum, Harvard UniversityCambridgeUSAPeabody Museum, Harvard University, Cambridge, USA
50Art Institute of ChicagoChicagoUSAArt Institute of Chicago, Chicago, USA
51Field Museum of Natural HistoryChicagoUSAField Museum of Natural History, Chicago, USA
52Cleveland Art MuseumClevelandUSACleveland Art Museum, Cleveland, USA
53Dallas Art MuseumDallasUSADallas Art Museum, Dallas, USA
54Hood Museum of Art, Dartmouth CollegeHanoverUSAHood Museum of Art, Dartmouth College, Hanover, USA
55Denver Art MuseumDenverUSADenver Art Museum, Denver, USA
56Detroit Institute of ArtsDetroitUSADetroit Institute of Arts, Detroit, USA
57Indianapolis Museum of ArtIndianapolisUSAIndianapolis Museum of Art, Indianapolis, USA
58University of IowaIowa CityUSAUniversity of Iowa, Iowa City, USA
59Los Angeles County Museum of ArtLos AngelesUSALos Angeles County Museum of Art, Los Angeles, USA
60Fowler Museum, University of CaliforniaLos AngelesUSAFowler Museum, University of California, Los Angeles, USA
61Milwaukee Public MuseumMilwaukeeUSAMilwaukee Public Museum, Milwaukee, USA
62Minneapolis Institute of ArtsMinneapolisUSAMinneapolis Institute of Arts, Minneapolis, USA
63Newark MuseumNewarkUSANewark Museum, Newark, USA
64Yale University Art GalleryNew HavenUSAYale University Art Gallery, New Haven, USA
65New Orleans Museum of ArtNew OrleansUSANew Orleans Museum of Art, New Orleans, USA
66American Museum of Natural HistoryNew York CityUSAAmerican Museum of Natural History, New York City, USA
67Brooklyn MuseumNew York CityUSABrooklyn Museum, New York City, USA
68The Metropolitan Museum of ArtNew York CityUSAThe Metropolitan Museum of Art, New York City, USA
69Stovall MuseumNormanUSAStovall Museum, Norman, USA
70Allen Memorial Art MuseumOberlinUSAAllen Memorial Art Museum, Oberlin, USA
71Philadelphia Museum of ArtPhiladelphiaUSAPhiladelphia Museum of Art, Philadelphia, USA
72Carnegie InstitutePittsburghUSACarnegie Institute, Pittsburgh, USA
73University of Pennsylvania Museum of Archaeology and AnthropologyPhiladelphiaUSAUniversity of Pennsylvania Museum of Archaeology and Anthropology, Philadelphia, USA
74Museum of Art, Rhode Island School of DesignProvidenceUSAMuseum of Art, Rhode Island School of Design, Providence, USA
75Haffenreffer Museum of AntrhopologyProvidenceUSAHaffenreffer Museum of Antrhopology, Providence, USA
76de Young MuseumSan FranciscoUSAde Young Museum, San Francisco, USA
77Seattle Art MuseumSeattleUSASeattle Art Museum, Seattle, USA
78City Art MuseumSt LouisUSACity Art Museum, St Louis, USA
79Hirschhorn Museum of Sculpture GardenWashingtonUSAHirschhorn Museum of Sculpture Garden, Washington, USA
80National Museum of African Art, Smithsonian InstitutionWashingtonUSANational Museum of African Art, Smithsonian Institution, Washington, USA
81Ethnologisches Museum BerlinBerlinGermanyEthnologisches Museum Berlin, Berlin, Germany
82Bode-MuseumBerlinGermanyBode-Museum, Berlin, Germany
83Stadtisches MuseumBraunschweigGermanyStadtisches Museum, Braunschweig, Germany
84Ubersee-MuseumBremenGermanyUbersee-Museum, Bremen, Germany
85Stadtisches MuseumBrunswickGermanyStadtisches Museum, Brunswick, Germany
86Rautenstrauch-Joest MuseumCologneGermanyRautenstrauch-Joest Museum, Cologne, Germany
87Hessiches LandesmuseumDarmstadtGermanyHessiches Landesmuseum, Darmstadt, Germany
88Dresden Museum fur Volkerunde University of GottingenDresdenGermanyDresden Museum fur Volkerunde University of Gottingen, Dresden, Germany
89Staatliche Museum fur VolkerkundeDresdenGermanyStaatliche Museum fur Volkerkunde, Dresden, Germany
90Museum der WeltkulturenFrankfurt am MainGermanyMuseum der Weltkulturen, Frankfurt am Main, Germany
91Museum Natur und MenschFreiburgGermanyMuseum Natur und Mensch, Freiburg, Germany
92Intitut fur Volkerkunde University of GottingenGöttingenGermanyIntitut fur Volkerkunde University of Gottingen, Göttingen, Germany
93MKG Museum fur Kunst und GewerbeHamburgGermanyMKG Museum fur Kunst und Gewerbe, Hamburg, Germany
94MARKK Museum am Rothenbaum Kulturen und Kunste der WeltHamburgGermanyMARKK Museum am Rothenbaum Kulturen und Kunste der Welt, Hamburg, Germany
95Niedersachisisches LandesmuseumHannoverGermanyNiedersachisisches Landesmuseum, Hannover, Germany
96Volkerkundesammlung der J und E von Portheim StiftungHeidelbergGermanyVolkerkundesammlung der J und E von Portheim Stiftung, Heidelberg, Germany
97Roemer-Pelizaeus-MuseumHildesheimGermanyRoemer-Pelizaeus-Museum, Hildesheim, Germany
98Grassi VolkerkundemuseumLeipzigGermanyGrassi Volkerkundemuseum, Leipzig, Germany
99VolkerkundesammlungLübeckGermanyVolkerkundesammlung, Lübeck, Germany
100Reiss Englehorn MuseumMannheimGermanyReiss Englehorn Museum, Mannheim, Germany
101Johannes Gutenberg UniversityMainzGermanyJohannes Gutenberg University, Mainz, Germany
102Musuem Funf KontinenteMunichGermanyMusuem Funf Kontinente, Munich, Germany
103Linden MuseumStuttgartGermanyLinden Museum, Stuttgart, Germany
104Museum der Stadt UlmUlmGermanyMuseum der Stadt Ulm, Ulm, Germany
105Royal Court of BeninBeninNigeriaRoyal Court of Benin, Benin, Nigeria
106Collection of the High Priest Osemwegie EbohonBeninNigeriaCollection of the High Priest Osemwegie Ebohon, Benin, Nigeria
107National MuseumBenin CityNigeriaNational Museum, Benin City, Nigeria
108National Museum CalabarCalabarNigeriaNational Museum Calabar, Calabar, Nigeria
109National MuseumIfeNigeriaNational Museum, Ife, Nigeria
110National MuseumLagosNigeriaNational Museum, Lagos, Nigeria
111Ibadan UniversityIbadanNigeriaIbadan University, Ibadan, Nigeria
112National Commision for Museums and MonumentsNaNNigeriaNaN
113Museo do DondoDondoAngolaMuseo do Dondo, Dondo, Angola
114South Australian MuseumAdelaideAustraliaSouth Australian Museum, Adelaide, Australia
115Australian MuseumSydneyAustraliaAustralian Museum, Sydney, Australia
116WelmuseumViennaAustriaWelmuseum, Vienna, Austria
117Oesterreichische Akademie der WissenschaftenViennaAustriaOesterreichische Akademie der Wissenschaften, Vienna, Austria
118Etnografisch MuseumAntwerpBeligiumEtnografisch Museum, Antwerp, Beligium
119Musées royaux d'art et d'histoireBrusselsBeligiumMusées royaux d'art et d'histoire, Brussels, Beligium
120Royal Africa MuseumTervurenBeligiumRoyal Africa Museum, Tervuren, Beligium
121Musee canadien de l'histoireGatineauCanadaMusee canadien de l'histoire, Gatineau, Canada
122Musee des beaux-artsMontrealCanadaMusee des beaux-arts, Montreal, Canada
123Royal Ontario MuseumTorontoCanadaRoyal Ontario Museum, Toronto, Canada
124Museum of Anthropology at the University of British ColumbiaVancouverCanadaMuseum of Anthropology at the University of British Columbia, Vancouver, Canada
125National MuseumCopenhagenDenmarkNational Museum, Copenhagen, Denmark
126Moesgaard MuseumAarhusDenmarkMoesgaard Museum, Aarhus, Denmark
127Musee du quai BranlyParisFranceMusee du quai Branly, Paris, France
128Cluny MuseumParisFranceCluny Museum, Paris, France
129National Museum of IrelandDublinIrelandNational Museum of Ireland, Dublin, Ireland
130Hunt MuseumLimerickIrelandHunt Museum, Limerick, Ireland
131Vatican MuseumsVatican CityItalyVatican Museums, Vatican City, Italy
132National Museum of EthnologyOsakaJapanNational Museum of Ethnology, Osaka, Japan
133TropenmuseumAmsterdamNetherlandsTropenmuseum, Amsterdam, Netherlands
134Rijksmuseum van OudhedenLeidenNetherlandsRijksmuseum van Oudheden, Leiden, Netherlands
135Museum VolkenkundeLeidenNetherlandsMuseum Volkenkunde, Leiden, Netherlands
136Museum voor Land en VolkenkundeRotterdamNetherlandsMuseum voor Land en Volkenkunde, Rotterdam, Netherlands
137Ethnographic MuseumOsloNorwayEthnographic Museum, Oslo, Norway
138Sociedade de GeografiaLisbonPortugalSociedade de Geografia, Lisbon, Portugal
139Museo de Grao VascoViseuPortugalMuseo de Grao Vasco, Viseu, Portugal
140Anthropological Museum of Moscow State UniversityMoscowRussiaAnthropological Museum of Moscow State University, Moscow, Russia
141Kunstkamera Museum of Ethnology and AnthropologySaint PetersburgRussiaKunstkamera Museum of Ethnology and Anthropology, Saint Petersburg, Russia
142Russian Museum of EhtnographySaint PetersburgRussiaRussian Museum of Ehtnography, Saint Petersburg, Russia
143Musee des civilisations noiresDakarSenegalMusee des civilisations noires, Dakar, Senegal
144Museum de Cultures del MonBarcelonaSpainMuseum de Cultures del Mon, Barcelona, Spain
145Seminario de Historia Primitiva del HombreMadridSpainSeminario de Historia Primitiva del Hombre, Madrid, Spain
146Varldskultur MuseumGothenburgSwedenVarldskultur Museum, Gothenburg, Sweden
147Varldskultur MuseumStockholmSwedenVarldskultur Museum, Stockholm, Sweden
148Uppsala UniversityUppsalaSwedenUppsala University, Uppsala, Sweden
149Museum fur VolkenkundeBaselSwitzerlandMuseum fur Volkenkunde, Basel, Switzerland
150Bernisches Historisches MuseumBernSwitzerlandBernisches Historisches Museum, Bern, Switzerland
151Musee d'EthnographieGenevaSwitzerlandMusee d'Ethnographie, Geneva, Switzerland
152Musee d'EthnographieNeuchatelSwitzerlandMusee d'Ethnographie, Neuchatel, Switzerland
153Sammlungen fur VolkerkundeSt GallenSwitzerlandSammlungen fur Volkerkunde, St Gallen, Switzerland
154Museum RietbergZurichSwitzerlandMuseum Rietberg, Zurich, Switzerland
155VolkerkundemuseumZurichSwitzerlandVolkerkundemuseum, Zurich, Switzerland
156LouvreAbu DhabiUnited Arab EmiratesLouvre, Abu Dhabi, United Arab Emirates
\n", "
" ], "text/plain": [ " Place \\\n", "0 Ulster Museum \n", "1 Barber Institute University of Birmingham \n", "2 City Museum and Art Gallery \n", "3 Brighton Museum and Art Gallery \n", "4 Bristol City Museum \n", "5 Museum of Archaeology and Anthropology \n", "6 Jesus College \n", "7 Dumas-Egerton Trust \n", "8 National Museums Scotland \n", "9 Myers Museum Eton College \n", "10 Glasgow Art Gallery \n", "11 St Mungos Museum of Religious Life \n", "12 Bankfield Museum \n", "13 East Yorkshire Regimental Collection \n", "14 Hull Museums \n", "15 Ipwich Museum \n", "16 Leeds City Museum \n", "17 Royal Armouries \n", "18 World Museums \n", "19 Museum of Liverpool \n", "20 British Museum \n", "21 Horniman Museum London \n", "22 Lambeth Palace \n", "23 Natural History Museum \n", "24 Royal Museums Greenwich \n", "25 Victoria and Albert Museum \n", "26 Wellcome Collection \n", "27 Maidstone Museum \n", "28 Manchester Museum University of Manchester \n", "29 Great North Museum \n", "30 National Museum of the Royal Navy \n", "31 Cumberland House Museum \n", "32 Lancashire Infantry Museum Fulwood Barracks \n", "33 Powell Cotton Museum \n", "34 Norfolk Museum \n", "35 Sainsbury Centre University of East Anglia \n", "36 The Royal Albert Museum \n", "37 University Museums University of Aberdeen \n", "38 Admolean Museum University of Oxford \n", "39 The Rivers Museum University of Oxford \n", "40 City Art Gallery \n", "41 World Museum National Museums Liverpool \n", "42 Warington Museum and Art Gallery \n", "43 Royal Collection \n", "44 Baltimore Museum of Art \n", "45 Roche A Hearst Museum of Anthropology University of California \n", "46 Museum of Fine Arts \n", "47 Albright Knox Art Gallery \n", "48 Buffalo Museum of Science \n", "49 Peabody Museum, Harvard University \n", "50 Art Institute of Chicago \n", "51 Field Museum of Natural History \n", "52 Cleveland Art Museum \n", "53 Dallas Art Museum \n", "54 Hood Museum of Art, Dartmouth College \n", "55 Denver Art Museum \n", "56 Detroit Institute of Arts \n", "57 Indianapolis Museum of Art \n", "58 University of Iowa \n", "59 Los Angeles County Museum of Art \n", "60 Fowler Museum, University of California \n", "61 Milwaukee Public Museum \n", "62 Minneapolis Institute of Arts \n", "63 Newark Museum \n", "64 Yale University Art Gallery \n", "65 New Orleans Museum of Art \n", "66 American Museum of Natural History \n", "67 Brooklyn Museum \n", "68 The Metropolitan Museum of Art \n", "69 Stovall Museum \n", "70 Allen Memorial Art Museum \n", "71 Philadelphia Museum of Art \n", "72 Carnegie Institute \n", "73 University of Pennsylvania Museum of Archaeology and Anthropology \n", "74 Museum of Art, Rhode Island School of Design \n", "75 Haffenreffer Museum of Antrhopology \n", "76 de Young Museum \n", "77 Seattle Art Museum \n", "78 City Art Museum \n", "79 Hirschhorn Museum of Sculpture Garden \n", "80 National Museum of African Art, Smithsonian Institution \n", "81 Ethnologisches Museum Berlin \n", "82 Bode-Museum \n", "83 Stadtisches Museum \n", "84 Ubersee-Museum \n", "85 Stadtisches Museum \n", "86 Rautenstrauch-Joest Museum \n", "87 Hessiches Landesmuseum \n", "88 Dresden Museum fur Volkerunde University of Gottingen \n", "89 Staatliche Museum fur Volkerkunde \n", "90 Museum der Weltkulturen \n", "91 Museum Natur und Mensch \n", "92 Intitut fur Volkerkunde University of Gottingen \n", "93 MKG Museum fur Kunst und Gewerbe \n", "94 MARKK Museum am Rothenbaum Kulturen und Kunste der Welt \n", "95 Niedersachisisches Landesmuseum \n", "96 Volkerkundesammlung der J und E von Portheim Stiftung \n", "97 Roemer-Pelizaeus-Museum \n", "98 Grassi Volkerkundemuseum \n", "99 Volkerkundesammlung \n", "100 Reiss Englehorn Museum \n", "101 Johannes Gutenberg University \n", "102 Musuem Funf Kontinente \n", "103 Linden Museum \n", "104 Museum der Stadt Ulm \n", "105 Royal Court of Benin \n", "106 Collection of the High Priest Osemwegie Ebohon \n", "107 National Museum \n", "108 National Museum Calabar \n", "109 National Museum \n", "110 National Museum \n", "111 Ibadan University \n", "112 National Commision for Museums and Monuments \n", "113 Museo do Dondo \n", "114 South Australian Museum \n", "115 Australian Museum \n", "116 Welmuseum \n", "117 Oesterreichische Akademie der Wissenschaften \n", "118 Etnografisch Museum \n", "119 Musées royaux d'art et d'histoire \n", "120 Royal Africa Museum \n", "121 Musee canadien de l'histoire \n", "122 Musee des beaux-arts \n", "123 Royal Ontario Museum \n", "124 Museum of Anthropology at the University of British Columbia \n", "125 National Museum \n", "126 Moesgaard Museum \n", "127 Musee du quai Branly \n", "128 Cluny Museum \n", "129 National Museum of Ireland \n", "130 Hunt Museum \n", "131 Vatican Museums \n", "132 National Museum of Ethnology \n", "133 Tropenmuseum \n", "134 Rijksmuseum van Oudheden \n", "135 Museum Volkenkunde \n", "136 Museum voor Land en Volkenkunde \n", "137 Ethnographic Museum \n", "138 Sociedade de Geografia \n", "139 Museo de Grao Vasco \n", "140 Anthropological Museum of Moscow State University \n", "141 Kunstkamera Museum of Ethnology and Anthropology \n", "142 Russian Museum of Ehtnography \n", "143 Musee des civilisations noires \n", "144 Museum de Cultures del Mon \n", "145 Seminario de Historia Primitiva del Hombre \n", "146 Varldskultur Museum \n", "147 Varldskultur Museum \n", "148 Uppsala University \n", "149 Museum fur Volkenkunde \n", "150 Bernisches Historisches Museum \n", "151 Musee d'Ethnographie \n", "152 Musee d'Ethnographie \n", "153 Sammlungen fur Volkerkunde \n", "154 Museum Rietberg \n", "155 Volkerkundemuseum \n", "156 Louvre \n", "\n", " City Country \\\n", "0 Belfast United Kingdom \n", "1 Birmingham United Kingdom \n", "2 Birmingham United Kingdom \n", "3 Brighton United Kingdom \n", "4 Bristol United Kingdom \n", "5 Cambridge United Kingdom \n", "6 Cambridge United Kingdom \n", "7 Cambridge United Kingdom \n", "8 Edinburgh United Kingdom \n", "9 Berkshire United Kingdom \n", "10 Glasgow United Kingdom \n", "11 Glasgow United Kingdom \n", "12 Halifax United Kingdom \n", "13 Hull United Kingdom \n", "14 Hull United Kingdom \n", "15 Ipwich United Kingdom \n", "16 Leeds United Kingdom \n", "17 Leeds United Kingdom \n", "18 Liverpool United Kingdom \n", "19 Liverpool United Kingdom \n", "20 London United Kingdom \n", "21 London United Kingdom \n", "22 London United Kingdom \n", "23 London United Kingdom \n", "24 London United Kingdom \n", "25 London United Kingdom \n", "26 London United Kingdom \n", "27 Kent United Kingdom \n", "28 Manchester United Kingdom \n", "29 Newcastle United Kingdom \n", "30 Porstmouth United Kingdom \n", "31 Porstmouth United Kingdom \n", "32 Preston United Kingdom \n", "33 Birchington-on-Sea United Kingdom \n", "34 Norfolk United Kingdom \n", "35 Norwich United Kingdom \n", "36 Exeter United Kingdom \n", "37 Aberdeen United Kingdom \n", "38 Oxford United Kingdom \n", "39 Oxford United Kingdom \n", "40 Salford United Kingdom \n", "41 Liverpool United Kingdom \n", "42 Warington United Kingdom \n", "43 Windsor United Kingdom \n", "44 Baltimore USA \n", "45 Berkeley USA \n", "46 Boston USA \n", "47 Buffalo USA \n", "48 Buffalo USA \n", "49 Cambridge USA \n", "50 Chicago USA \n", "51 Chicago USA \n", "52 Cleveland USA \n", "53 Dallas USA \n", "54 Hanover USA \n", "55 Denver USA \n", "56 Detroit USA \n", "57 Indianapolis USA \n", "58 Iowa City USA \n", "59 Los Angeles USA \n", "60 Los Angeles USA \n", "61 Milwaukee USA \n", "62 Minneapolis USA \n", "63 Newark USA \n", "64 New Haven USA \n", "65 New Orleans USA \n", "66 New York City USA \n", "67 New York City USA \n", "68 New York City USA \n", "69 Norman USA \n", "70 Oberlin USA \n", "71 Philadelphia USA \n", "72 Pittsburgh USA \n", "73 Philadelphia USA \n", "74 Providence USA \n", "75 Providence USA \n", "76 San Francisco USA \n", "77 Seattle USA \n", "78 St Louis USA \n", "79 Washington USA \n", "80 Washington USA \n", "81 Berlin Germany \n", "82 Berlin Germany \n", "83 Braunschweig Germany \n", "84 Bremen Germany \n", "85 Brunswick Germany \n", "86 Cologne Germany \n", "87 Darmstadt Germany \n", "88 Dresden Germany \n", "89 Dresden Germany \n", "90 Frankfurt am Main Germany \n", "91 Freiburg Germany \n", "92 Göttingen Germany \n", "93 Hamburg Germany \n", "94 Hamburg Germany \n", "95 Hannover Germany \n", "96 Heidelberg Germany \n", "97 Hildesheim Germany \n", "98 Leipzig Germany \n", "99 Lübeck Germany \n", "100 Mannheim Germany \n", "101 Mainz Germany \n", "102 Munich Germany \n", "103 Stuttgart Germany \n", "104 Ulm Germany \n", "105 Benin Nigeria \n", "106 Benin Nigeria \n", "107 Benin City Nigeria \n", "108 Calabar Nigeria \n", "109 Ife Nigeria \n", "110 Lagos Nigeria \n", "111 Ibadan Nigeria \n", "112 NaN Nigeria \n", "113 Dondo Angola \n", "114 Adelaide Australia \n", "115 Sydney Australia \n", "116 Vienna Austria \n", "117 Vienna Austria \n", "118 Antwerp Beligium \n", "119 Brussels Beligium \n", "120 Tervuren Beligium \n", "121 Gatineau Canada \n", "122 Montreal Canada \n", "123 Toronto Canada \n", "124 Vancouver Canada \n", "125 Copenhagen Denmark \n", "126 Aarhus Denmark \n", "127 Paris France \n", "128 Paris France \n", "129 Dublin Ireland \n", "130 Limerick Ireland \n", "131 Vatican City Italy \n", "132 Osaka Japan \n", "133 Amsterdam Netherlands \n", "134 Leiden Netherlands \n", "135 Leiden Netherlands \n", "136 Rotterdam Netherlands \n", "137 Oslo Norway \n", "138 Lisbon Portugal \n", "139 Viseu Portugal \n", "140 Moscow Russia \n", "141 Saint Petersburg Russia \n", "142 Saint Petersburg Russia \n", "143 Dakar Senegal \n", "144 Barcelona Spain \n", "145 Madrid Spain \n", "146 Gothenburg Sweden \n", "147 Stockholm Sweden \n", "148 Uppsala Sweden \n", "149 Basel Switzerland \n", "150 Bern Switzerland \n", "151 Geneva Switzerland \n", "152 Neuchatel Switzerland \n", "153 St Gallen Switzerland \n", "154 Zurich Switzerland \n", "155 Zurich Switzerland \n", "156 Abu Dhabi United Arab Emirates \n", "\n", " Address \n", "0 Ulster Museum, Belfast, United Kingdom \n", "1 Barber Institute University of Birmingham, Birmingham, United Kingdom \n", "2 City Museum and Art Gallery, Birmingham, United Kingdom \n", "3 Brighton Museum and Art Gallery, Brighton, United Kingdom \n", "4 Bristol City Museum, Bristol, United Kingdom \n", "5 Museum of Archaeology and Anthropology, Cambridge, United Kingdom \n", "6 Jesus College, Cambridge, United Kingdom \n", "7 Dumas-Egerton Trust, Cambridge, United Kingdom \n", "8 National Museums Scotland, Edinburgh, United Kingdom \n", "9 Myers Museum Eton College, Berkshire, United Kingdom \n", "10 Glasgow Art Gallery, Glasgow, United Kingdom \n", "11 St Mungos Museum of Religious Life, Glasgow, United Kingdom \n", "12 Bankfield Museum, Halifax, United Kingdom \n", "13 East Yorkshire Regimental Collection, Hull, United Kingdom \n", "14 Hull Museums, Hull, United Kingdom \n", "15 Ipwich Museum, Ipwich, United Kingdom \n", "16 Leeds City Museum, Leeds, United Kingdom \n", "17 Royal Armouries, Leeds, United Kingdom \n", "18 World Museums, Liverpool, United Kingdom \n", "19 Museum of Liverpool, Liverpool, United Kingdom \n", "20 British Museum, London, United Kingdom \n", "21 Horniman Museum London, London, United Kingdom \n", "22 Lambeth Palace, London, United Kingdom \n", "23 Natural History Museum, London, United Kingdom \n", "24 Royal Museums Greenwich, London, United Kingdom \n", "25 Victoria and Albert Museum, London, United Kingdom \n", "26 Wellcome Collection, London, United Kingdom \n", "27 Maidstone Museum, Kent, United Kingdom \n", "28 Manchester Museum University of Manchester, Manchester, United Kingdom \n", "29 Great North Museum, Newcastle, United Kingdom \n", "30 National Museum of the Royal Navy, Porstmouth, United Kingdom \n", "31 Cumberland House Museum, Porstmouth, United Kingdom \n", "32 Lancashire Infantry Museum Fulwood Barracks, Preston, United Kingdom \n", "33 Powell Cotton Museum, Birchington-on-Sea, United Kingdom \n", "34 Norfolk Museum, Norfolk, United Kingdom \n", "35 Sainsbury Centre University of East Anglia, Norwich, United Kingdom \n", "36 The Royal Albert Museum, Exeter, United Kingdom \n", "37 University Museums University of Aberdeen, Aberdeen, United Kingdom \n", "38 Admolean Museum University of Oxford, Oxford, United Kingdom \n", "39 The Rivers Museum University of Oxford, Oxford, United Kingdom \n", "40 City Art Gallery, Salford, United Kingdom \n", "41 World Museum National Museums Liverpool, Liverpool, United Kingdom \n", "42 Warington Museum and Art Gallery, Warington, United Kingdom \n", "43 Royal Collection, Windsor, United Kingdom \n", "44 Baltimore Museum of Art, Baltimore, USA \n", "45 Roche A Hearst Museum of Anthropology University of California, Berkeley, USA \n", "46 Museum of Fine Arts, Boston, USA \n", "47 Albright Knox Art Gallery, Buffalo, USA \n", "48 Buffalo Museum of Science, Buffalo, USA \n", "49 Peabody Museum, Harvard University, Cambridge, USA \n", "50 Art Institute of Chicago, Chicago, USA \n", "51 Field Museum of Natural History, Chicago, USA \n", "52 Cleveland Art Museum, Cleveland, USA \n", "53 Dallas Art Museum, Dallas, USA \n", "54 Hood Museum of Art, Dartmouth College, Hanover, USA \n", "55 Denver Art Museum, Denver, USA \n", "56 Detroit Institute of Arts, Detroit, USA \n", "57 Indianapolis Museum of Art, Indianapolis, USA \n", "58 University of Iowa, Iowa City, USA \n", "59 Los Angeles County Museum of Art, Los Angeles, USA \n", "60 Fowler Museum, University of California, Los Angeles, USA \n", "61 Milwaukee Public Museum, Milwaukee, USA \n", "62 Minneapolis Institute of Arts, Minneapolis, USA \n", "63 Newark Museum, Newark, USA \n", "64 Yale University Art Gallery, New Haven, USA \n", "65 New Orleans Museum of Art, New Orleans, USA \n", "66 American Museum of Natural History, New York City, USA \n", "67 Brooklyn Museum, New York City, USA \n", "68 The Metropolitan Museum of Art, New York City, USA \n", "69 Stovall Museum, Norman, USA \n", "70 Allen Memorial Art Museum, Oberlin, USA \n", "71 Philadelphia Museum of Art, Philadelphia, USA \n", "72 Carnegie Institute, Pittsburgh, USA \n", "73 University of Pennsylvania Museum of Archaeology and Anthropology, Philadelphia, USA \n", "74 Museum of Art, Rhode Island School of Design, Providence, USA \n", "75 Haffenreffer Museum of Antrhopology, Providence, USA \n", "76 de Young Museum, San Francisco, USA \n", "77 Seattle Art Museum, Seattle, USA \n", "78 City Art Museum, St Louis, USA \n", "79 Hirschhorn Museum of Sculpture Garden, Washington, USA \n", "80 National Museum of African Art, Smithsonian Institution, Washington, USA \n", "81 Ethnologisches Museum Berlin, Berlin, Germany \n", "82 Bode-Museum, Berlin, Germany \n", "83 Stadtisches Museum, Braunschweig, Germany \n", "84 Ubersee-Museum, Bremen, Germany \n", "85 Stadtisches Museum, Brunswick, Germany \n", "86 Rautenstrauch-Joest Museum, Cologne, Germany \n", "87 Hessiches Landesmuseum, Darmstadt, Germany \n", "88 Dresden Museum fur Volkerunde University of Gottingen, Dresden, Germany \n", "89 Staatliche Museum fur Volkerkunde, Dresden, Germany \n", "90 Museum der Weltkulturen, Frankfurt am Main, Germany \n", "91 Museum Natur und Mensch, Freiburg, Germany \n", "92 Intitut fur Volkerkunde University of Gottingen, Göttingen, Germany \n", "93 MKG Museum fur Kunst und Gewerbe, Hamburg, Germany \n", "94 MARKK Museum am Rothenbaum Kulturen und Kunste der Welt, Hamburg, Germany \n", "95 Niedersachisisches Landesmuseum, Hannover, Germany \n", "96 Volkerkundesammlung der J und E von Portheim Stiftung, Heidelberg, Germany \n", "97 Roemer-Pelizaeus-Museum, Hildesheim, Germany \n", "98 Grassi Volkerkundemuseum, Leipzig, Germany \n", "99 Volkerkundesammlung, Lübeck, Germany \n", "100 Reiss Englehorn Museum, Mannheim, Germany \n", "101 Johannes Gutenberg University, Mainz, Germany \n", "102 Musuem Funf Kontinente, Munich, Germany \n", "103 Linden Museum, Stuttgart, Germany \n", "104 Museum der Stadt Ulm, Ulm, Germany \n", "105 Royal Court of Benin, Benin, Nigeria \n", "106 Collection of the High Priest Osemwegie Ebohon, Benin, Nigeria \n", "107 National Museum, Benin City, Nigeria \n", "108 National Museum Calabar, Calabar, Nigeria \n", "109 National Museum, Ife, Nigeria \n", "110 National Museum, Lagos, Nigeria \n", "111 Ibadan University, Ibadan, Nigeria \n", "112 NaN \n", "113 Museo do Dondo, Dondo, Angola \n", "114 South Australian Museum, Adelaide, Australia \n", "115 Australian Museum, Sydney, Australia \n", "116 Welmuseum, Vienna, Austria \n", "117 Oesterreichische Akademie der Wissenschaften, Vienna, Austria \n", "118 Etnografisch Museum, Antwerp, Beligium \n", "119 Musées royaux d'art et d'histoire, Brussels, Beligium \n", "120 Royal Africa Museum, Tervuren, Beligium \n", "121 Musee canadien de l'histoire, Gatineau, Canada \n", "122 Musee des beaux-arts, Montreal, Canada \n", "123 Royal Ontario Museum, Toronto, Canada \n", "124 Museum of Anthropology at the University of British Columbia, Vancouver, Canada \n", "125 National Museum, Copenhagen, Denmark \n", "126 Moesgaard Museum, Aarhus, Denmark \n", "127 Musee du quai Branly, Paris, France \n", "128 Cluny Museum, Paris, France \n", "129 National Museum of Ireland, Dublin, Ireland \n", "130 Hunt Museum, Limerick, Ireland \n", "131 Vatican Museums, Vatican City, Italy \n", "132 National Museum of Ethnology, Osaka, Japan \n", "133 Tropenmuseum, Amsterdam, Netherlands \n", "134 Rijksmuseum van Oudheden, Leiden, Netherlands \n", "135 Museum Volkenkunde, Leiden, Netherlands \n", "136 Museum voor Land en Volkenkunde, Rotterdam, Netherlands \n", "137 Ethnographic Museum, Oslo, Norway \n", "138 Sociedade de Geografia, Lisbon, Portugal \n", "139 Museo de Grao Vasco, Viseu, Portugal \n", "140 Anthropological Museum of Moscow State University, Moscow, Russia \n", "141 Kunstkamera Museum of Ethnology and Anthropology, Saint Petersburg, Russia \n", "142 Russian Museum of Ehtnography, Saint Petersburg, Russia \n", "143 Musee des civilisations noires, Dakar, Senegal \n", "144 Museum de Cultures del Mon, Barcelona, Spain \n", "145 Seminario de Historia Primitiva del Hombre, Madrid, Spain \n", "146 Varldskultur Museum, Gothenburg, Sweden \n", "147 Varldskultur Museum, Stockholm, Sweden \n", "148 Uppsala University, Uppsala, Sweden \n", "149 Museum fur Volkenkunde, Basel, Switzerland \n", "150 Bernisches Historisches Museum, Bern, Switzerland \n", "151 Musee d'Ethnographie, Geneva, Switzerland \n", "152 Musee d'Ethnographie, Neuchatel, Switzerland \n", "153 Sammlungen fur Volkerkunde, St Gallen, Switzerland \n", "154 Museum Rietberg, Zurich, Switzerland \n", "155 Volkerkundemuseum, Zurich, Switzerland \n", "156 Louvre, Abu Dhabi, United Arab Emirates " ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df1" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "id": "EG_UuCX9KFMC" }, "outputs": [], "source": [ "#Then I added this string to the geocode to create a coordinates column.\n", "\n", "df1[\"Coordinates\"]=df1[\"Address\"].apply(geolocator.geocode)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "nLzWUfVcKnOR", "outputId": "2cb33cb6-4d9f-44d9-83b4-704c161fa87f" }, "outputs": [ { "data": { "text/html": [ "
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PlaceCityCountryAddressCoordinates
0Ulster MuseumBelfastUnited KingdomUlster Museum, Belfast, United Kingdom(Ulster Museum, Stranmillis Road, Queen's Quarter, Belfast, County Antrim, Northern Ireland, BT9 5AB, United Kingdom, (54.58228485, -5.935325683757221))
1Barber Institute University of BirminghamBirminghamUnited KingdomBarber Institute University of Birmingham, Birmingham, United KingdomNone
2City Museum and Art GalleryBirminghamUnited KingdomCity Museum and Art Gallery, Birmingham, United KingdomNone
3Brighton Museum and Art GalleryBrightonUnited KingdomBrighton Museum and Art Gallery, Brighton, United Kingdom(Brighton Museum & Art Gallery, Church Street, Round Hill, Brighton, Brighton and Hove, South East England, England, BN1 1UB, United Kingdom, (50.823454749999996, -0.13803227795095502))
4Bristol City MuseumBristolUnited KingdomBristol City Museum, Bristol, United KingdomNone
5Museum of Archaeology and AnthropologyCambridgeUnited KingdomMuseum of Archaeology and Anthropology, Cambridge, United Kingdom(Museum of Archaeology and Anthropology, Downing Street, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB2 3DZ, United Kingdom, (52.202799, 0.1209726))
6Jesus CollegeCambridgeUnited KingdomJesus College, Cambridge, United Kingdom(Jesus College, Victoria Avenue, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB1 1LB, United Kingdom, (52.2084959, 0.1270643))
7Dumas-Egerton TrustCambridgeUnited KingdomDumas-Egerton Trust, Cambridge, United KingdomNone
8National Museums ScotlandEdinburghUnited KingdomNational Museums Scotland, Edinburgh, United Kingdom(National War Museum, King's Stables Road, Old Town, City of Edinburgh, Scotland, EH1 2JY, United Kingdom, (55.94885295, -3.2019126171556156))
9Myers Museum Eton CollegeBerkshireUnited KingdomMyers Museum Eton College, Berkshire, United KingdomNone
10Glasgow Art GalleryGlasgowUnited KingdomGlasgow Art Gallery, Glasgow, United Kingdom(Hunterian Art Gallery, Hillhead Street, Yorkhill, Hillhead, Glasgow, Glasgow City, Scotland, G12 8QF, United Kingdom, (55.8730964, -4.2887702))
11St Mungos Museum of Religious LifeGlasgowUnited KingdomSt Mungos Museum of Religious Life, Glasgow, United KingdomNone
12Bankfield MuseumHalifaxUnited KingdomBankfield Museum, Halifax, United KingdomNone
13East Yorkshire Regimental CollectionHullUnited KingdomEast Yorkshire Regimental Collection, Hull, United KingdomNone
14Hull MuseumsHullUnited KingdomHull Museums, Hull, United Kingdom(Hands on History Museum, South Church Side, Old Town, Hull, Kingston upon Hull, Yorkshire and the Humber, England, HU1 1RR, United Kingdom, (53.74154245, -0.33549222175794247))
15Ipwich MuseumIpwichUnited KingdomIpwich Museum, Ipwich, United KingdomNone
16Leeds City MuseumLeedsUnited KingdomLeeds City Museum, Leeds, United Kingdom(Leeds City Museum, Millennium Square, Woodhouse, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS2 8BH, United Kingdom, (53.80158325, -1.5468995820159708))
17Royal ArmouriesLeedsUnited KingdomRoyal Armouries, Leeds, United Kingdom(Royal Armouries, Armouries Drive, Steander, Richmond Hill, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS10 1LG, United Kingdom, (53.79183725, -1.5322648752506947))
18World MuseumsLiverpoolUnited KingdomWorld Museums, Liverpool, United Kingdom(World Museum Liverpool, William Brown Street, Ropewalks, Liverpool, North West England, England, L3 8EN, United Kingdom, (53.4098342, -2.9818017))
19Museum of LiverpoolLiverpoolUnited KingdomMuseum of Liverpool, Liverpool, United Kingdom(Museum of Liverpool, A5045, Ropewalks, Liverpool, North West England, England, L3 1AF, United Kingdom, (53.40295905, -2.9956045675940217))
20British MuseumLondonUnited KingdomBritish Museum, London, United Kingdom(British Museum, Great Russell Street, St Giles, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1B 3DG, United Kingdom, (51.51929365, -0.12801772178494725))
21Horniman Museum LondonLondonUnited KingdomHorniman Museum London, London, United Kingdom(Horniman Museum, 100, London Road, Forest Hill, London Borough of Lewisham, London, Greater London, England, SE23 3PQ, United Kingdom, (51.4410175, -0.06099898407573359))
22Lambeth PalaceLondonUnited KingdomLambeth Palace, London, United Kingdom(Lambeth Palace, Lambeth Palace Road, Lambeth, London Borough of Lambeth, London, Greater London, England, SE1 7JU, United Kingdom, (51.495558349999996, -0.12007657137516138))
23Natural History MuseumLondonUnited KingdomNatural History Museum, London, United Kingdom(Natural History Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 5BD, United Kingdom, (51.496510900000004, -0.17600190725447445))
24Royal Museums GreenwichLondonUnited KingdomRoyal Museums Greenwich, London, United Kingdom(Royal Observatory Greenwich, Blackheath Avenue, East Greenwich, Royal Borough of Greenwich, London, Greater London, England, SE10 8XJ, United Kingdom, (51.47736225, -0.000845336047094045))
25Victoria and Albert MuseumLondonUnited KingdomVictoria and Albert Museum, London, United Kingdom(Victoria and Albert Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2RL, United Kingdom, (51.496883800000006, -0.17163721656927572))
26Wellcome CollectionLondonUnited KingdomWellcome Collection, London, United Kingdom(Wellcome Collection, 183, Euston Road, St Pancras, London Borough of Camden, London, Greater London, England, NW1 2BE, United Kingdom, (51.5259739, -0.1340195))
27Maidstone MuseumKentUnited KingdomMaidstone Museum, Kent, United Kingdom(Maidstone Museum, St Faith's Street, Ringlestone, Penenden Heath, Maidstone, Kent, South East England, England, ME14 1QE, United Kingdom, (51.27604384999999, 0.5206764024369502))
28Manchester Museum University of ManchesterManchesterUnited KingdomManchester Museum University of Manchester, Manchester, United Kingdom(The Manchester Museum, Oxford Road, Chorlton-on-Medlock, Manchester, Greater Manchester, North West England, England, M13 9NS, United Kingdom, (53.4664071, -2.2342428))
29Great North MuseumNewcastleUnited KingdomGreat North Museum, Newcastle, United KingdomNone
30National Museum of the Royal NavyPorstmouthUnited KingdomNational Museum of the Royal Navy, Porstmouth, United KingdomNone
31Cumberland House MuseumPorstmouthUnited KingdomCumberland House Museum, Porstmouth, United KingdomNone
32Lancashire Infantry Museum Fulwood BarracksPrestonUnited KingdomLancashire Infantry Museum Fulwood Barracks, Preston, United KingdomNone
33Powell Cotton MuseumBirchington-on-SeaUnited KingdomPowell Cotton Museum, Birchington-on-Sea, United Kingdom(Powell-Cotton Museum, Silver Avenue, Birchington, Thanet, Kent, South East England, England, CT7 0BH, United Kingdom, (51.366787349999996, 1.3144282498248845))
34Norfolk MuseumNorfolkUnited KingdomNorfolk Museum, Norfolk, United Kingdom(Mid-Norfolk Railway Museum Room, Station Road, Toftwood, Dereham, Breckland, Norfolk, East of England, England, NR19 1DF, United Kingdom, (52.6790732, 0.9475488))
35Sainsbury Centre University of East AngliaNorwichUnited KingdomSainsbury Centre University of East Anglia, Norwich, United KingdomNone
36The Royal Albert MuseumExeterUnited KingdomThe Royal Albert Museum, Exeter, United KingdomNone
37University Museums University of AberdeenAberdeenUnited KingdomUniversity Museums University of Aberdeen, Aberdeen, United KingdomNone
38Admolean Museum University of OxfordOxfordUnited KingdomAdmolean Museum University of Oxford, Oxford, United KingdomNone
39The Rivers Museum University of OxfordOxfordUnited KingdomThe Rivers Museum University of Oxford, Oxford, United KingdomNone
40City Art GallerySalfordUnited KingdomCity Art Gallery, Salford, United KingdomNone
41World Museum National Museums LiverpoolLiverpoolUnited KingdomWorld Museum National Museums Liverpool, Liverpool, United KingdomNone
42Warington Museum and Art GalleryWaringtonUnited KingdomWarington Museum and Art Gallery, Warington, United KingdomNone
43Royal CollectionWindsorUnited KingdomRoyal Collection, Windsor, United KingdomNone
44Baltimore Museum of ArtBaltimoreUSABaltimore Museum of Art, Baltimore, USA(Baltimore Museum of Art, 10, Art Museum Drive, Charles Village, Baltimore, Maryland, 21218, United States, (39.3258441, -76.61943986693746))
45Roche A Hearst Museum of Anthropology University of CaliforniaBerkeleyUSARoche A Hearst Museum of Anthropology University of California, Berkeley, USANone
46Museum of Fine ArtsBostonUSAMuseum of Fine Arts, Boston, USA(Museum of Fine Arts, 465, Huntington Avenue, South End, Boston, Suffolk County, Massachusetts, 02120, United States, (42.3394576, -71.09389640108918))
47Albright Knox Art GalleryBuffaloUSAAlbright Knox Art Gallery, Buffalo, USA(Albright-Knox Art Gallery, 1285, Elmwood Avenue, Buffalo, Erie County, New York, 14222, United States, (42.9321293, -78.87568390024248))
48Buffalo Museum of ScienceBuffaloUSABuffalo Museum of Science, Buffalo, USA(Buffalo Museum of Science, 1, Humboldt Parkway South, Buffalo, Erie County, New York, 14211, United States, (42.906103, -78.84339883938105))
49Peabody Museum, Harvard UniversityCambridgeUSAPeabody Museum, Harvard University, Cambridge, USANone
50Art Institute of ChicagoChicagoUSAArt Institute of Chicago, Chicago, USA(The Art Institute of Chicago, 111, South Michigan Avenue, Printer's Row, Loop, Chicago, Cook County, Illinois, 60603, United States, (41.8796009, -87.62308280420407))
51Field Museum of Natural HistoryChicagoUSAField Museum of Natural History, Chicago, USA(Field Museum, 1400, South Lake Shore Drive, South Loop, Near South Side, Chicago, Cook County, Illinois, 60605, United States, (41.866206649999995, -87.61689086904326))
52Cleveland Art MuseumClevelandUSACleveland Art Museum, Cleveland, USA(Cleveland Museum of Art, 11150, East Boulevard, Magnolia-Wade Park Historic District, University Circle, Cleveland, Cuyahoga County, Ohio, 44114, United States, (41.5090438, -81.61173672190631))
53Dallas Art MuseumDallasUSADallas Art Museum, Dallas, USA(Dallas Museum of Art, 1717, North Harwood Street, Klyde Warren Park-Arts District PID, Dallas, Dallas County, Texas, 75201, United States, (32.78783105, -96.80133687980364))
54Hood Museum of Art, Dartmouth CollegeHanoverUSAHood Museum of Art, Dartmouth College, Hanover, USANone
55Denver Art MuseumDenverUSADenver Art Museum, Denver, USA(Denver Art Museum, 100, West 14th Avenue Parkway, Golden Triangle, Denver, Denver County, Colorado, 80204, United States, (39.73737534999999, -104.98968345297921))
56Detroit Institute of ArtsDetroitUSADetroit Institute of Arts, Detroit, USA(Detroit Institute of Arts, 5200, Woodward Avenue, Midtown, Detroit, Wayne County, Michigan, 48202, United States, (42.3595105, -83.06452586249985))
57Indianapolis Museum of ArtIndianapolisUSAIndianapolis Museum of Art, Indianapolis, USA(Indianapolis Museum of Art, 4000, Michigan Road, Woodstock, Shooters Hill, Indianapolis, Marion, Indiana, 46208, United States, (39.82596175, -86.18583890576329))
58University of IowaIowa CityUSAUniversity of Iowa, Iowa City, USA(The University of Iowa, Hawks Ridge Road, Ruppert Hills, Iowa City, Johnson County, Iowa, 52246, United States, (41.66586935, -91.57334352186675))
59Los Angeles County Museum of ArtLos AngelesUSALos Angeles County Museum of Art, Los Angeles, USA(Los Angeles County Museum of Art, Smidt Welcome Plaza, Mid-Wilshire, Los Angeles, Los Angeles County, California, United States, (34.063736199999994, -118.35890315746158))
60Fowler Museum, University of CaliforniaLos AngelesUSAFowler Museum, University of California, Los Angeles, USANone
61Milwaukee Public MuseumMilwaukeeUSAMilwaukee Public Museum, Milwaukee, USA(Milwaukee Public Museum, 800, West Wells Street, Westown, Milwaukee, Milwaukee County, Wisconsin, 53233, United States, (43.0407156, -87.92133880435958))
62Minneapolis Institute of ArtsMinneapolisUSAMinneapolis Institute of Arts, Minneapolis, USA(Minneapolis Institute of Art, 2400, 3rd Avenue South, Whittier, Phillips, Minneapolis, Hennepin County, Minnesota, 55404, United States, (44.95859455, -93.27415255541163))
63Newark MuseumNewarkUSANewark Museum, Newark, USA(Newark Museum, 49, Washington Street, Newark, Essex County, New Jersey, 07102, United States, (40.74317585, -74.17177195259168))
64Yale University Art GalleryNew HavenUSAYale University Art Gallery, New Haven, USA(Yale University Art Gallery, 1111, Chapel Street, Downtown, New Haven, New Haven County, Connecticut, 06515, United States, (41.3084354, -72.93087953034963))
65New Orleans Museum of ArtNew OrleansUSANew Orleans Museum of Art, New Orleans, USA(New Orleans Museum of Art, 1, Collins Diboll Circle, New Orleans, Orleans Parish, Louisiana, 70119:70124, United States, (29.98643375, -90.0934342643155))
66American Museum of Natural HistoryNew York CityUSAAmerican Museum of Natural History, New York City, USA(American Museum of Natural History, 180, Central Park West, Upper West Side, Manhattan, New York County, New York, 10024, United States, (40.78109345, -73.97425100147501))
67Brooklyn MuseumNew York CityUSABrooklyn Museum, New York City, USA(Brooklyn Museum, 200, Eastern Parkway, Prospect Heights, Brooklyn, Kings County, New York, 11238, United States, (40.6709108, -73.96331573047141))
68The Metropolitan Museum of ArtNew York CityUSAThe Metropolitan Museum of Art, New York City, USA(The Metropolitan Museum of Art, 1000, 5th Avenue, Manhattan Community Board 8, Manhattan, New York County, New York, 10035, United States, (40.7794396, -73.96338248033601))
69Stovall MuseumNormanUSAStovall Museum, Norman, USANone
70Allen Memorial Art MuseumOberlinUSAAllen Memorial Art Museum, Oberlin, USANone
71Philadelphia Museum of ArtPhiladelphiaUSAPhiladelphia Museum of Art, Philadelphia, USA(Philadelphia Museum of Art, 2600, Benjamin Franklin Parkway, Spring Garden, Philadelphia, Philadelphia County, Pennsylvania, 19130, United States, (39.965563849999995, -75.18151277315162))
72Carnegie InstitutePittsburghUSACarnegie Institute, Pittsburgh, USA(Carnegie Museum of Natural History, 4400, Forbes Avenue, North Oakland, Pittsburgh, Allegheny County, Pennsylvania, 15213, United States, (40.4430084, -79.94991581649228))
73University of Pennsylvania Museum of Archaeology and AnthropologyPhiladelphiaUSAUniversity of Pennsylvania Museum of Archaeology and Anthropology, Philadelphia, USA(Penn Museum, 3260, South Street, University City, Philadelphia, Philadelphia County, Pennsylvania, 19104, United States, (39.9492859, -75.19203027383026))
74Museum of Art, Rhode Island School of DesignProvidenceUSAMuseum of Art, Rhode Island School of Design, Providence, USANone
75Haffenreffer Museum of AntrhopologyProvidenceUSAHaffenreffer Museum of Antrhopology, Providence, USANone
76de Young MuseumSan FranciscoUSAde Young Museum, San Francisco, USA(De Young Museum, 50, Hagiwara Tea Garden Drive, San Francisco, San Francisco City and County, San Francisco, California, 94118, United States, (37.77148045, -122.46912751367088))
77Seattle Art MuseumSeattleUSASeattle Art Museum, Seattle, USA(Seattle Art Museum, 1300, 1st Avenue, Pike Place Market Area, Belltown, Seattle, King County, Washington, 98101, United States, (47.6077008, -122.3385575))
78City Art MuseumSt LouisUSACity Art Museum, St Louis, USANone
79Hirschhorn Museum of Sculpture GardenWashingtonUSAHirschhorn Museum of Sculpture Garden, Washington, USANone
80National Museum of African Art, Smithsonian InstitutionWashingtonUSANational Museum of African Art, Smithsonian Institution, Washington, USANone
81Ethnologisches Museum BerlinBerlinGermanyEthnologisches Museum Berlin, Berlin, Germany(Ethnologisches Museum, Im Winkel, Dahlem, Steglitz-Zehlendorf, Berlin, 14195, Deutschland, (52.4606001, 13.2929563))
82Bode-MuseumBerlinGermanyBode-Museum, Berlin, Germany(Bode-Museum, 1-3, Am Kupfergraben, Spandauer Vorstadt, Mitte, Berlin, 10117, Deutschland, (52.5216541, 13.394999067769014))
83Stadtisches MuseumBraunschweigGermanyStadtisches Museum, Braunschweig, Germany(Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665))
84Ubersee-MuseumBremenGermanyUbersee-Museum, Bremen, Germany(Übersee, 13, Bahnhofsplatz, Bahnhofsvorstadt, Mitte, Stadtbezirk Bremen-Mitte, Bremen, 28195, Deutschland, (53.083186, 8.8113495))
85Stadtisches MuseumBrunswickGermanyStadtisches Museum, Brunswick, Germany(Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665))
86Rautenstrauch-Joest MuseumCologneGermanyRautenstrauch-Joest Museum, Cologne, Germany(Rautenstrauch-Joest-Museum, 10, Leonhard-Tietz-Straße, Cäcilienviertel, Altstadt-Süd, Innenstadt, Köln, Nordrhein-Westfalen, 50676, Deutschland, (50.9345248, 6.9503589))
87Hessiches LandesmuseumDarmstadtGermanyHessiches Landesmuseum, Darmstadt, GermanyNone
88Dresden Museum fur Volkerunde University of GottingenDresdenGermanyDresden Museum fur Volkerunde University of Gottingen, Dresden, GermanyNone
89Staatliche Museum fur VolkerkundeDresdenGermanyStaatliche Museum fur Volkerkunde, Dresden, GermanyNone
90Museum der WeltkulturenFrankfurt am MainGermanyMuseum der Weltkulturen, Frankfurt am Main, Germany(Weltkulturen Museum, Schaumainkai, Sachsenhausen, Sachsenhausen Nord, Süd, Frankfurt am Main, Hessen, 60594, Deutschland, (50.1057385, 8.6793625))
91Museum Natur und MenschFreiburgGermanyMuseum Natur und Mensch, Freiburg, Germany(Museum Natur und Mensch, 32, Gerberau, Altstadt-Mitte, Altstadt, Freiburg im Breisgau, Baden-Württemberg, 79098, Deutschland, (47.99333025, 7.851602419074744))
92Intitut fur Volkerkunde University of GottingenGöttingenGermanyIntitut fur Volkerkunde University of Gottingen, Göttingen, GermanyNone
93MKG Museum fur Kunst und GewerbeHamburgGermanyMKG Museum fur Kunst und Gewerbe, Hamburg, GermanyNone
94MARKK Museum am Rothenbaum Kulturen und Kunste der WeltHamburgGermanyMARKK Museum am Rothenbaum Kulturen und Kunste der Welt, Hamburg, GermanyNone
95Niedersachisisches LandesmuseumHannoverGermanyNiedersachisisches Landesmuseum, Hannover, GermanyNone
96Volkerkundesammlung der J und E von Portheim StiftungHeidelbergGermanyVolkerkundesammlung der J und E von Portheim Stiftung, Heidelberg, GermanyNone
97Roemer-Pelizaeus-MuseumHildesheimGermanyRoemer-Pelizaeus-Museum, Hildesheim, Germany(Roemer- und Pelizaeus-Museum, 1-2, Am Steine, Michaelisviertel, Altstadt, Stadtmitte/Neustadt, Hildesheim, Landkreis Hildesheim, Niedersachsen, 31134, Deutschland, (52.1493268, 9.9441505))
98Grassi VolkerkundemuseumLeipzigGermanyGrassi Volkerkundemuseum, Leipzig, GermanyNone
99VolkerkundesammlungLübeckGermanyVolkerkundesammlung, Lübeck, GermanyNone
100Reiss Englehorn MuseumMannheimGermanyReiss Englehorn Museum, Mannheim, GermanyNone
101Johannes Gutenberg UniversityMainzGermanyJohannes Gutenberg University, Mainz, GermanyNone
102Musuem Funf KontinenteMunichGermanyMusuem Funf Kontinente, Munich, GermanyNone
103Linden MuseumStuttgartGermanyLinden Museum, Stuttgart, Germany(Linden-Museum, 1, Hegelplatz, Universität, Stuttgart-Mitte, Stuttgart, Baden-Württemberg, 70174, Deutschland, (48.782761699999995, 9.170060313222383))
104Museum der Stadt UlmUlmGermanyMuseum der Stadt Ulm, Ulm, Germany(Friedrichsau, Wielandstraße, Safranberg, Oststadt, Ulm, Baden-Württemberg, 89073, Deutschland, (48.4062707, 10.009062876040339))
105Royal Court of BeninBeninNigeriaRoyal Court of Benin, Benin, Nigeria(Royal Close, Benin City, Oredo, Edo, 11012, Nigeria, (6.3338336, 5.6171814))
106Collection of the High Priest Osemwegie EbohonBeninNigeriaCollection of the High Priest Osemwegie Ebohon, Benin, NigeriaNone
107National MuseumBenin CityNigeriaNational Museum, Benin City, Nigeria(Benin City National Museum, A2, Benin City, Oredo, Edo, Nigeria, (6.33291815, 5.622241034660403))
108National Museum CalabarCalabarNigeriaNational Museum Calabar, Calabar, Nigeria(Slave History Museum, Garden St, Calabar, Calabar Municipal, Cross River, 540221, Nigeria, (4.9662925, 8.3184591))
109National MuseumIfeNigeriaNational Museum, Ife, Nigeria(Museum of Natural History, PG close, Ife, Ife Central, Osun, Nigeria, (7.5165138, 4.528421987761998))
110National MuseumLagosNigeriaNational Museum, Lagos, Nigeria(National Museum, Military Street, Lagos, Lagos Island, Lagos, 2476, Nigeria, (6.4443934, 3.403606986618445))
111Ibadan UniversityIbadanNigeriaIbadan University, Ibadan, Nigeria(University of Ibadan, Ibadan North, Oyo, 200284, Nigeria, (7.4477245, 3.8967116))
112National Commision for Museums and MonumentsNaNNigeriaNaN(Nanno, Ville d'Anaunia, Comunità della Val di Non, Provincia di Trento, Trentino-Alto Adige/Südtirol, 38012, Italia, (46.3144754, 11.0480288))
113Museo do DondoDondoAngolaMuseo do Dondo, Dondo, AngolaNone
114South Australian MuseumAdelaideAustraliaSouth Australian Museum, Adelaide, Australia(South Australian Museum, North Terrace, Adelaide, Adelaide City Council, South Australia, 5000, Australia, (-34.9207272, 138.60356284898404))
115Australian MuseumSydneyAustraliaAustralian Museum, Sydney, Australia(Australian Museum, Cross City Tunnel, Darlinghurst, Sydney, Council of the City of Sydney, New South Wales, 2010, Australia, (-33.87434915, 151.2132563777954))
116WelmuseumViennaAustriaWelmuseum, Vienna, AustriaNone
117Oesterreichische Akademie der WissenschaftenViennaAustriaOesterreichische Akademie der Wissenschaften, Vienna, Austria(Österreichische Akademie der Wissenschaften, 3, Vordere Zollamtsstraße, Weißgerber, KG Landstraße, Landstraße, Wien, 1030, Österreich, (48.20963655, 16.38512328404719))
118Etnografisch MuseumAntwerpBeligiumEtnografisch Museum, Antwerp, BeligiumNone
119Musées royaux d'art et d'histoireBrusselsBeligiumMusées royaux d'art et d'histoire, Brussels, BeligiumNone
120Royal Africa MuseumTervurenBeligiumRoyal Africa Museum, Tervuren, BeligiumNone
121Musee canadien de l'histoireGatineauCanadaMusee canadien de l'histoire, Gatineau, Canada(Musée Canadien de l'histoire, 100, Rue Laurier, Hull, Gatineau, Gatineau (ville), Outaouais, Québec, J8X 3V7, Canada, (45.4291322, -75.70903364994336))
122Musee des beaux-artsMontrealCanadaMusee des beaux-arts, Montreal, Canada(Musée des Beaux-Arts de Montréal, Rue Sherbrooke Ouest, René-Lévesque, Ville-Marie, Montréal, Agglomération de Montréal, Montréal (06), Québec, H3G 2E8, Canada, (45.4986994, -73.5793984))
123Royal Ontario MuseumTorontoCanadaRoyal Ontario Museum, Toronto, Canada(Royal Ontario Museum, 100, Queen's Park, Bloor Street Culture Corridor, University—Rosedale, Old Toronto, Toronto, Golden Horseshoe, Ontario, M5S 2C6, Canada, (43.66766165, -79.39469797351879))
124Museum of Anthropology at the University of British ColumbiaVancouverCanadaMuseum of Anthropology at the University of British Columbia, Vancouver, Canada(Museum of Anthropology, 6393, Northwest Marine Drive, University of British Columbia, Electoral Area A, British Columbia, V6T 1Z2, Canada, (49.26946905, -123.25941449774265))
125National MuseumCopenhagenDenmarkNational Museum, Copenhagen, Denmark(Statens Museum for Kunst, Sølvgade, Nyboder, Frederiksstaden, København, Københavns Kommune, Region Hovedstaden, 1307, Danmark, (55.68873175, 12.578360717013345))
126Moesgaard MuseumAarhusDenmarkMoesgaard Museum, Aarhus, Denmark(Moesgaard Museum, Moesgård Allé, Aarhus, Aarhus Kommune, Region Midtjylland, 8330, Danmark, (56.088673400000005, 10.223552493535763))
127Musee du quai BranlyParisFranceMusee du quai Branly, Paris, France(Musée du quai Branly - Jacques Chirac, 37, Quai Branly, Quartier de Grenelle, Paris 15e Arrondissement, Paris, Île-de-France, France métropolitaine, 75007, France, (48.8609943, 2.297969635195826))
128Cluny MuseumParisFranceCluny Museum, Paris, France(Cluny-La Sorbonne, Boulevard Saint-Germain, Quartier de la Sorbonne, Paris 5e Arrondissement, Paris, Île-de-France, France métropolitaine, 75005, France, (48.8511281, 2.3442177))
129National Museum of IrelandDublinIrelandNational Museum of Ireland, Dublin, IrelandNone
130Hunt MuseumLimerickIrelandHunt Museum, Limerick, Ireland(Hunt Museum, Rutland Street, Limerick City, The Metropolitan District of Limerick City, County Limerick, Munster, V94 D896, Éire / Ireland, (52.66634905, -8.624416488734003))
131Vatican MuseumsVatican CityItalyVatican Museums, Vatican City, ItalyNone
132National Museum of EthnologyOsakaJapanNational Museum of Ethnology, Osaka, JapanNone
133TropenmuseumAmsterdamNetherlandsTropenmuseum, Amsterdam, Netherlands(Tropenmuseum, 2, Linnaeusstraat, Oost, Amsterdam, Noord-Holland, Nederland, 1092CK, Nederland, (52.3627683, 4.922683))
134Rijksmuseum van OudhedenLeidenNetherlandsRijksmuseum van Oudheden, Leiden, Netherlands(Rijksmuseum van Oudheden, 28, Rapenburg, Academiewijk, Leiden, Zuid-Holland, Nederland, 2311EW, Nederland, (52.1584403, 4.4856243))
135Museum VolkenkundeLeidenNetherlandsMuseum Volkenkunde, Leiden, Netherlands(Museum Volkenkunde, 1, Steenstraat, Oude Morsch, Leiden, Zuid-Holland, Nederland, 2312BS, Nederland, (52.16312245, 4.482514662023505))
136Museum voor Land en VolkenkundeRotterdamNetherlandsMuseum voor Land en Volkenkunde, Rotterdam, NetherlandsNone
137Ethnographic MuseumOsloNorwayEthnographic Museum, Oslo, NorwayNone
138Sociedade de GeografiaLisbonPortugalSociedade de Geografia, Lisbon, Portugal(Museu da Sociedade de Geografia de Lisboa, 100, Rua das Portas de Santo Antão, Santa Justa, Mouraria, Santa Maria Maior, Lisboa, Grande Lisboa, Área Metropolitana de Lisboa, 1150-269, Portugal, (38.7162531, -9.1397928))
139Museo de Grao VascoViseuPortugalMuseo de Grao Vasco, Viseu, PortugalNone
140Anthropological Museum of Moscow State UniversityMoscowRussiaAnthropological Museum of Moscow State University, Moscow, RussiaNone
141Kunstkamera Museum of Ethnology and AnthropologySaint PetersburgRussiaKunstkamera Museum of Ethnology and Anthropology, Saint Petersburg, RussiaNone
142Russian Museum of EhtnographySaint PetersburgRussiaRussian Museum of Ehtnography, Saint Petersburg, RussiaNone
143Musee des civilisations noiresDakarSenegalMusee des civilisations noires, Dakar, Senegal(Musée des Civilisations Noires, Boulevard du Centenaire de la Commune de Dakar, Gibraltar, Dakar, 25, Sénégal, (14.67742145, -17.4350384057443))
144Museum de Cultures del MonBarcelonaSpainMuseum de Cultures del Mon, Barcelona, SpainNone
145Seminario de Historia Primitiva del HombreMadridSpainSeminario de Historia Primitiva del Hombre, Madrid, SpainNone
146Varldskultur MuseumGothenburgSwedenVarldskultur Museum, Gothenburg, SwedenNone
147Varldskultur MuseumStockholmSwedenVarldskultur Museum, Stockholm, SwedenNone
148Uppsala UniversityUppsalaSwedenUppsala University, Uppsala, SwedenNone
149Museum fur VolkenkundeBaselSwitzerlandMuseum fur Volkenkunde, Basel, SwitzerlandNone
150Bernisches Historisches MuseumBernSwitzerlandBernisches Historisches Museum, Bern, Switzerland(Bernisches Historisches Museum, Bernastrasse, Dalmazi, Kirchenfeld, Stadtteil IV, Bern, Verwaltungskreis Bern-Mittelland, Verwaltungsregion Bern-Mittelland, Bern/Berne, 3005, Schweiz/Suisse/Svizzera/Svizra, (46.94296765, 7.448869649798398))
151Musee d'EthnographieGenevaSwitzerlandMusee d'Ethnographie, Geneva, Switzerland(Musée d'ethnographie, Rue des Bains, Jonction, Genève, Grand Genève, Genève, 1200, Schweiz/Suisse/Svizzera/Svizra, (46.1978397, 6.136641736594668))
152Musee d'EthnographieNeuchatelSwitzerlandMusee d'Ethnographie, Neuchatel, Switzerland(Musée d'ethnographie, Chemin du Petit-Pontarlier, Neuchâtel, 2004, Schweiz/Suisse/Svizzera/Svizra, (46.9908948, 6.9208271))
153Sammlungen fur VolkerkundeSt GallenSwitzerlandSammlungen fur Volkerkunde, St Gallen, SwitzerlandNone
154Museum RietbergZurichSwitzerlandMuseum Rietberg, Zurich, Switzerland(Museum Rietberg, 15, Gablerstrasse, Enge, Kreis 2, Zürich, Bezirk Zürich, Zürich, 8002, Schweiz/Suisse/Svizzera/Svizra, (47.3589183, 8.5297352))
155VolkerkundemuseumZurichSwitzerlandVolkerkundemuseum, Zurich, Switzerland(Völkerkundemuseum der Universität Zürich, 40, Pelikanstrasse, City, Altstadt, Zürich, Bezirk Zürich, Zürich, 8001, Schweiz/Suisse/Svizzera/Svizra, (47.3708304, 8.534330589256099))
156LouvreAbu DhabiUnited Arab EmiratesLouvre, Abu Dhabi, United Arab Emirates(Louvre Abu Dhabi, Louvre Delivery Access, منطقة الثقافة, أبوظبي, أبو ظبي, 107032, الإمارات العربية المتحدة, (24.53371645, 54.39844848473929))
\n", "
" ], "text/plain": [ " Place ... Coordinates\n", "0 Ulster Museum ... (Ulster Museum, Stranmillis Road, Queen's Quarter, Belfast, County Antrim, Northern Ireland, BT9 5AB, United Kingdom, (54.58228485, -5.935325683757221))\n", "1 Barber Institute University of Birmingham ... None\n", "2 City Museum and Art Gallery ... None\n", "3 Brighton Museum and Art Gallery ... (Brighton Museum & Art Gallery, Church Street, Round Hill, Brighton, Brighton and Hove, South East England, England, BN1 1UB, United Kingdom, (50.823454749999996, -0.13803227795095502))\n", "4 Bristol City Museum ... None\n", "5 Museum of Archaeology and Anthropology ... (Museum of Archaeology and Anthropology, Downing Street, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB2 3DZ, United Kingdom, (52.202799, 0.1209726))\n", "6 Jesus College ... (Jesus College, Victoria Avenue, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB1 1LB, United Kingdom, (52.2084959, 0.1270643))\n", "7 Dumas-Egerton Trust ... None\n", "8 National Museums Scotland ... (National War Museum, King's Stables Road, Old Town, City of Edinburgh, Scotland, EH1 2JY, United Kingdom, (55.94885295, -3.2019126171556156))\n", "9 Myers Museum Eton College ... None\n", "10 Glasgow Art Gallery ... (Hunterian Art Gallery, Hillhead Street, Yorkhill, Hillhead, Glasgow, Glasgow City, Scotland, G12 8QF, United Kingdom, (55.8730964, -4.2887702))\n", "11 St Mungos Museum of Religious Life ... None\n", "12 Bankfield Museum ... None\n", "13 East Yorkshire Regimental Collection ... None\n", "14 Hull Museums ... (Hands on History Museum, South Church Side, Old Town, Hull, Kingston upon Hull, Yorkshire and the Humber, England, HU1 1RR, United Kingdom, (53.74154245, -0.33549222175794247))\n", "15 Ipwich Museum ... None\n", "16 Leeds City Museum ... (Leeds City Museum, Millennium Square, Woodhouse, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS2 8BH, United Kingdom, (53.80158325, -1.5468995820159708))\n", "17 Royal Armouries ... (Royal Armouries, Armouries Drive, Steander, Richmond Hill, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS10 1LG, United Kingdom, (53.79183725, -1.5322648752506947))\n", "18 World Museums ... (World Museum Liverpool, William Brown Street, Ropewalks, Liverpool, North West England, England, L3 8EN, United Kingdom, (53.4098342, -2.9818017))\n", "19 Museum of Liverpool ... (Museum of Liverpool, A5045, Ropewalks, Liverpool, North West England, England, L3 1AF, United Kingdom, (53.40295905, -2.9956045675940217))\n", "20 British Museum ... (British Museum, Great Russell Street, St Giles, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1B 3DG, United Kingdom, (51.51929365, -0.12801772178494725))\n", "21 Horniman Museum London ... (Horniman Museum, 100, London Road, Forest Hill, London Borough of Lewisham, London, Greater London, England, SE23 3PQ, United Kingdom, (51.4410175, -0.06099898407573359))\n", "22 Lambeth Palace ... (Lambeth Palace, Lambeth Palace Road, Lambeth, London Borough of Lambeth, London, Greater London, England, SE1 7JU, United Kingdom, (51.495558349999996, -0.12007657137516138))\n", "23 Natural History Museum ... (Natural History Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 5BD, United Kingdom, (51.496510900000004, -0.17600190725447445))\n", "24 Royal Museums Greenwich ... (Royal Observatory Greenwich, Blackheath Avenue, East Greenwich, Royal Borough of Greenwich, London, Greater London, England, SE10 8XJ, United Kingdom, (51.47736225, -0.000845336047094045))\n", "25 Victoria and Albert Museum ... (Victoria and Albert Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2RL, United Kingdom, (51.496883800000006, -0.17163721656927572))\n", "26 Wellcome Collection ... (Wellcome Collection, 183, Euston Road, St Pancras, London Borough of Camden, London, Greater London, England, NW1 2BE, United Kingdom, (51.5259739, -0.1340195))\n", "27 Maidstone Museum ... (Maidstone Museum, St Faith's Street, Ringlestone, Penenden Heath, Maidstone, Kent, South East England, England, ME14 1QE, United Kingdom, (51.27604384999999, 0.5206764024369502))\n", "28 Manchester Museum University of Manchester ... (The Manchester Museum, Oxford Road, Chorlton-on-Medlock, Manchester, Greater Manchester, North West England, England, M13 9NS, United Kingdom, (53.4664071, -2.2342428))\n", "29 Great North Museum ... None\n", "30 National Museum of the Royal Navy ... None\n", "31 Cumberland House Museum ... None\n", "32 Lancashire Infantry Museum Fulwood Barracks ... None\n", "33 Powell Cotton Museum ... (Powell-Cotton Museum, Silver Avenue, Birchington, Thanet, Kent, South East England, England, CT7 0BH, United Kingdom, (51.366787349999996, 1.3144282498248845))\n", "34 Norfolk Museum ... (Mid-Norfolk Railway Museum Room, Station Road, Toftwood, Dereham, Breckland, Norfolk, East of England, England, NR19 1DF, United Kingdom, (52.6790732, 0.9475488))\n", "35 Sainsbury Centre University of East Anglia ... None\n", "36 The Royal Albert Museum ... None\n", "37 University Museums University of Aberdeen ... None\n", "38 Admolean Museum University of Oxford ... None\n", "39 The Rivers Museum University of Oxford ... None\n", "40 City Art Gallery ... None\n", "41 World Museum National Museums Liverpool ... None\n", "42 Warington Museum and Art Gallery ... None\n", "43 Royal Collection ... None\n", "44 Baltimore Museum of Art ... (Baltimore Museum of Art, 10, Art Museum Drive, Charles Village, Baltimore, Maryland, 21218, United States, (39.3258441, -76.61943986693746))\n", "45 Roche A Hearst Museum of Anthropology University of California ... None\n", "46 Museum of Fine Arts ... (Museum of Fine Arts, 465, Huntington Avenue, South End, Boston, Suffolk County, Massachusetts, 02120, United States, (42.3394576, -71.09389640108918))\n", "47 Albright Knox Art Gallery ... (Albright-Knox Art Gallery, 1285, Elmwood Avenue, Buffalo, Erie County, New York, 14222, United States, (42.9321293, -78.87568390024248))\n", "48 Buffalo Museum of Science ... (Buffalo Museum of Science, 1, Humboldt Parkway South, Buffalo, Erie County, New York, 14211, United States, (42.906103, -78.84339883938105))\n", "49 Peabody Museum, Harvard University ... None\n", "50 Art Institute of Chicago ... (The Art Institute of Chicago, 111, South Michigan Avenue, Printer's Row, Loop, Chicago, Cook County, Illinois, 60603, United States, (41.8796009, -87.62308280420407))\n", "51 Field Museum of Natural History ... (Field Museum, 1400, South Lake Shore Drive, South Loop, Near South Side, Chicago, Cook County, Illinois, 60605, United States, (41.866206649999995, -87.61689086904326))\n", "52 Cleveland Art Museum ... (Cleveland Museum of Art, 11150, East Boulevard, Magnolia-Wade Park Historic District, University Circle, Cleveland, Cuyahoga County, Ohio, 44114, United States, (41.5090438, -81.61173672190631))\n", "53 Dallas Art Museum ... (Dallas Museum of Art, 1717, North Harwood Street, Klyde Warren Park-Arts District PID, Dallas, Dallas County, Texas, 75201, United States, (32.78783105, -96.80133687980364))\n", "54 Hood Museum of Art, Dartmouth College ... None\n", "55 Denver Art Museum ... (Denver Art Museum, 100, West 14th Avenue Parkway, Golden Triangle, Denver, Denver County, Colorado, 80204, United States, (39.73737534999999, -104.98968345297921))\n", "56 Detroit Institute of Arts ... (Detroit Institute of Arts, 5200, Woodward Avenue, Midtown, Detroit, Wayne County, Michigan, 48202, United States, (42.3595105, -83.06452586249985))\n", "57 Indianapolis Museum of Art ... (Indianapolis Museum of Art, 4000, Michigan Road, Woodstock, Shooters Hill, Indianapolis, Marion, Indiana, 46208, United States, (39.82596175, -86.18583890576329))\n", "58 University of Iowa ... (The University of Iowa, Hawks Ridge Road, Ruppert Hills, Iowa City, Johnson County, Iowa, 52246, United States, (41.66586935, -91.57334352186675))\n", "59 Los Angeles County Museum of Art ... (Los Angeles County Museum of Art, Smidt Welcome Plaza, Mid-Wilshire, Los Angeles, Los Angeles County, California, United States, (34.063736199999994, -118.35890315746158))\n", "60 Fowler Museum, University of California ... None\n", "61 Milwaukee Public Museum ... (Milwaukee Public Museum, 800, West Wells Street, Westown, Milwaukee, Milwaukee County, Wisconsin, 53233, United States, (43.0407156, -87.92133880435958))\n", "62 Minneapolis Institute of Arts ... (Minneapolis Institute of Art, 2400, 3rd Avenue South, Whittier, Phillips, Minneapolis, Hennepin County, Minnesota, 55404, United States, (44.95859455, -93.27415255541163))\n", "63 Newark Museum ... (Newark Museum, 49, Washington Street, Newark, Essex County, New Jersey, 07102, United States, (40.74317585, -74.17177195259168))\n", "64 Yale University Art Gallery ... (Yale University Art Gallery, 1111, Chapel Street, Downtown, New Haven, New Haven County, Connecticut, 06515, United States, (41.3084354, -72.93087953034963))\n", "65 New Orleans Museum of Art ... (New Orleans Museum of Art, 1, Collins Diboll Circle, New Orleans, Orleans Parish, Louisiana, 70119:70124, United States, (29.98643375, -90.0934342643155))\n", "66 American Museum of Natural History ... (American Museum of Natural History, 180, Central Park West, Upper West Side, Manhattan, New York County, New York, 10024, United States, (40.78109345, -73.97425100147501))\n", "67 Brooklyn Museum ... (Brooklyn Museum, 200, Eastern Parkway, Prospect Heights, Brooklyn, Kings County, New York, 11238, United States, (40.6709108, -73.96331573047141))\n", "68 The Metropolitan Museum of Art ... (The Metropolitan Museum of Art, 1000, 5th Avenue, Manhattan Community Board 8, Manhattan, New York County, New York, 10035, United States, (40.7794396, -73.96338248033601))\n", "69 Stovall Museum ... None\n", "70 Allen Memorial Art Museum ... None\n", "71 Philadelphia Museum of Art ... (Philadelphia Museum of Art, 2600, Benjamin Franklin Parkway, Spring Garden, Philadelphia, Philadelphia County, Pennsylvania, 19130, United States, (39.965563849999995, -75.18151277315162))\n", "72 Carnegie Institute ... (Carnegie Museum of Natural History, 4400, Forbes Avenue, North Oakland, Pittsburgh, Allegheny County, Pennsylvania, 15213, United States, (40.4430084, -79.94991581649228))\n", "73 University of Pennsylvania Museum of Archaeology and Anthropology ... (Penn Museum, 3260, South Street, University City, Philadelphia, Philadelphia County, Pennsylvania, 19104, United States, (39.9492859, -75.19203027383026))\n", "74 Museum of Art, Rhode Island School of Design ... None\n", "75 Haffenreffer Museum of Antrhopology ... None\n", "76 de Young Museum ... (De Young Museum, 50, Hagiwara Tea Garden Drive, San Francisco, San Francisco City and County, San Francisco, California, 94118, United States, (37.77148045, -122.46912751367088))\n", "77 Seattle Art Museum ... (Seattle Art Museum, 1300, 1st Avenue, Pike Place Market Area, Belltown, Seattle, King County, Washington, 98101, United States, (47.6077008, -122.3385575))\n", "78 City Art Museum ... None\n", "79 Hirschhorn Museum of Sculpture Garden ... None\n", "80 National Museum of African Art, Smithsonian Institution ... None\n", "81 Ethnologisches Museum Berlin ... (Ethnologisches Museum, Im Winkel, Dahlem, Steglitz-Zehlendorf, Berlin, 14195, Deutschland, (52.4606001, 13.2929563))\n", "82 Bode-Museum ... (Bode-Museum, 1-3, Am Kupfergraben, Spandauer Vorstadt, Mitte, Berlin, 10117, Deutschland, (52.5216541, 13.394999067769014))\n", "83 Stadtisches Museum ... (Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665))\n", "84 Ubersee-Museum ... (Übersee, 13, Bahnhofsplatz, Bahnhofsvorstadt, Mitte, Stadtbezirk Bremen-Mitte, Bremen, 28195, Deutschland, (53.083186, 8.8113495))\n", "85 Stadtisches Museum ... (Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665))\n", "86 Rautenstrauch-Joest Museum ... (Rautenstrauch-Joest-Museum, 10, Leonhard-Tietz-Straße, Cäcilienviertel, Altstadt-Süd, Innenstadt, Köln, Nordrhein-Westfalen, 50676, Deutschland, (50.9345248, 6.9503589))\n", "87 Hessiches Landesmuseum ... None\n", "88 Dresden Museum fur Volkerunde University of Gottingen ... None\n", "89 Staatliche Museum fur Volkerkunde ... None\n", "90 Museum der Weltkulturen ... (Weltkulturen Museum, Schaumainkai, Sachsenhausen, Sachsenhausen Nord, Süd, Frankfurt am Main, Hessen, 60594, Deutschland, (50.1057385, 8.6793625))\n", "91 Museum Natur und Mensch ... (Museum Natur und Mensch, 32, Gerberau, Altstadt-Mitte, Altstadt, Freiburg im Breisgau, Baden-Württemberg, 79098, Deutschland, (47.99333025, 7.851602419074744))\n", "92 Intitut fur Volkerkunde University of Gottingen ... None\n", "93 MKG Museum fur Kunst und Gewerbe ... None\n", "94 MARKK Museum am Rothenbaum Kulturen und Kunste der Welt ... None\n", "95 Niedersachisisches Landesmuseum ... None\n", "96 Volkerkundesammlung der J und E von Portheim Stiftung ... None\n", "97 Roemer-Pelizaeus-Museum ... (Roemer- und Pelizaeus-Museum, 1-2, Am Steine, Michaelisviertel, Altstadt, Stadtmitte/Neustadt, Hildesheim, Landkreis Hildesheim, Niedersachsen, 31134, Deutschland, (52.1493268, 9.9441505))\n", "98 Grassi Volkerkundemuseum ... None\n", "99 Volkerkundesammlung ... None\n", "100 Reiss Englehorn Museum ... None\n", "101 Johannes Gutenberg University ... None\n", "102 Musuem Funf Kontinente ... None\n", "103 Linden Museum ... (Linden-Museum, 1, Hegelplatz, Universität, Stuttgart-Mitte, Stuttgart, Baden-Württemberg, 70174, Deutschland, (48.782761699999995, 9.170060313222383))\n", "104 Museum der Stadt Ulm ... (Friedrichsau, Wielandstraße, Safranberg, Oststadt, Ulm, Baden-Württemberg, 89073, Deutschland, (48.4062707, 10.009062876040339))\n", "105 Royal Court of Benin ... (Royal Close, Benin City, Oredo, Edo, 11012, Nigeria, (6.3338336, 5.6171814))\n", "106 Collection of the High Priest Osemwegie Ebohon ... None\n", "107 National Museum ... (Benin City National Museum, A2, Benin City, Oredo, Edo, Nigeria, (6.33291815, 5.622241034660403))\n", "108 National Museum Calabar ... (Slave History Museum, Garden St, Calabar, Calabar Municipal, Cross River, 540221, Nigeria, (4.9662925, 8.3184591))\n", "109 National Museum ... (Museum of Natural History, PG close, Ife, Ife Central, Osun, Nigeria, (7.5165138, 4.528421987761998))\n", "110 National Museum ... (National Museum, Military Street, Lagos, Lagos Island, Lagos, 2476, Nigeria, (6.4443934, 3.403606986618445))\n", "111 Ibadan University ... (University of Ibadan, Ibadan North, Oyo, 200284, Nigeria, (7.4477245, 3.8967116))\n", "112 National Commision for Museums and Monuments ... (Nanno, Ville d'Anaunia, Comunità della Val di Non, Provincia di Trento, Trentino-Alto Adige/Südtirol, 38012, Italia, (46.3144754, 11.0480288))\n", "113 Museo do Dondo ... None\n", "114 South Australian Museum ... (South Australian Museum, North Terrace, Adelaide, Adelaide City Council, South Australia, 5000, Australia, (-34.9207272, 138.60356284898404))\n", "115 Australian Museum ... (Australian Museum, Cross City Tunnel, Darlinghurst, Sydney, Council of the City of Sydney, New South Wales, 2010, Australia, (-33.87434915, 151.2132563777954))\n", "116 Welmuseum ... None\n", "117 Oesterreichische Akademie der Wissenschaften ... (Österreichische Akademie der Wissenschaften, 3, Vordere Zollamtsstraße, Weißgerber, KG Landstraße, Landstraße, Wien, 1030, Österreich, (48.20963655, 16.38512328404719))\n", "118 Etnografisch Museum ... None\n", "119 Musées royaux d'art et d'histoire ... None\n", "120 Royal Africa Museum ... None\n", "121 Musee canadien de l'histoire ... (Musée Canadien de l'histoire, 100, Rue Laurier, Hull, Gatineau, Gatineau (ville), Outaouais, Québec, J8X 3V7, Canada, (45.4291322, -75.70903364994336))\n", "122 Musee des beaux-arts ... (Musée des Beaux-Arts de Montréal, Rue Sherbrooke Ouest, René-Lévesque, Ville-Marie, Montréal, Agglomération de Montréal, Montréal (06), Québec, H3G 2E8, Canada, (45.4986994, -73.5793984))\n", "123 Royal Ontario Museum ... (Royal Ontario Museum, 100, Queen's Park, Bloor Street Culture Corridor, University—Rosedale, Old Toronto, Toronto, Golden Horseshoe, Ontario, M5S 2C6, Canada, (43.66766165, -79.39469797351879))\n", "124 Museum of Anthropology at the University of British Columbia ... (Museum of Anthropology, 6393, Northwest Marine Drive, University of British Columbia, Electoral Area A, British Columbia, V6T 1Z2, Canada, (49.26946905, -123.25941449774265))\n", "125 National Museum ... (Statens Museum for Kunst, Sølvgade, Nyboder, Frederiksstaden, København, Københavns Kommune, Region Hovedstaden, 1307, Danmark, (55.68873175, 12.578360717013345))\n", "126 Moesgaard Museum ... (Moesgaard Museum, Moesgård Allé, Aarhus, Aarhus Kommune, Region Midtjylland, 8330, Danmark, (56.088673400000005, 10.223552493535763))\n", "127 Musee du quai Branly ... (Musée du quai Branly - Jacques Chirac, 37, Quai Branly, Quartier de Grenelle, Paris 15e Arrondissement, Paris, Île-de-France, France métropolitaine, 75007, France, (48.8609943, 2.297969635195826))\n", "128 Cluny Museum ... (Cluny-La Sorbonne, Boulevard Saint-Germain, Quartier de la Sorbonne, Paris 5e Arrondissement, Paris, Île-de-France, France métropolitaine, 75005, France, (48.8511281, 2.3442177))\n", "129 National Museum of Ireland ... None\n", "130 Hunt Museum ... (Hunt Museum, Rutland Street, Limerick City, The Metropolitan District of Limerick City, County Limerick, Munster, V94 D896, Éire / Ireland, (52.66634905, -8.624416488734003))\n", "131 Vatican Museums ... None\n", "132 National Museum of Ethnology ... None\n", "133 Tropenmuseum ... (Tropenmuseum, 2, Linnaeusstraat, Oost, Amsterdam, Noord-Holland, Nederland, 1092CK, Nederland, (52.3627683, 4.922683))\n", "134 Rijksmuseum van Oudheden ... (Rijksmuseum van Oudheden, 28, Rapenburg, Academiewijk, Leiden, Zuid-Holland, Nederland, 2311EW, Nederland, (52.1584403, 4.4856243))\n", "135 Museum Volkenkunde ... (Museum Volkenkunde, 1, Steenstraat, Oude Morsch, Leiden, Zuid-Holland, Nederland, 2312BS, Nederland, (52.16312245, 4.482514662023505))\n", "136 Museum voor Land en Volkenkunde ... None\n", "137 Ethnographic Museum ... None\n", "138 Sociedade de Geografia ... (Museu da Sociedade de Geografia de Lisboa, 100, Rua das Portas de Santo Antão, Santa Justa, Mouraria, Santa Maria Maior, Lisboa, Grande Lisboa, Área Metropolitana de Lisboa, 1150-269, Portugal, (38.7162531, -9.1397928))\n", "139 Museo de Grao Vasco ... None\n", "140 Anthropological Museum of Moscow State University ... None\n", "141 Kunstkamera Museum of Ethnology and Anthropology ... None\n", "142 Russian Museum of Ehtnography ... None\n", "143 Musee des civilisations noires ... (Musée des Civilisations Noires, Boulevard du Centenaire de la Commune de Dakar, Gibraltar, Dakar, 25, Sénégal, (14.67742145, -17.4350384057443))\n", "144 Museum de Cultures del Mon ... None\n", "145 Seminario de Historia Primitiva del Hombre ... None\n", "146 Varldskultur Museum ... None\n", "147 Varldskultur Museum ... None\n", "148 Uppsala University ... None\n", "149 Museum fur Volkenkunde ... None\n", "150 Bernisches Historisches Museum ... (Bernisches Historisches Museum, Bernastrasse, Dalmazi, Kirchenfeld, Stadtteil IV, Bern, Verwaltungskreis Bern-Mittelland, Verwaltungsregion Bern-Mittelland, Bern/Berne, 3005, Schweiz/Suisse/Svizzera/Svizra, (46.94296765, 7.448869649798398))\n", "151 Musee d'Ethnographie ... (Musée d'ethnographie, Rue des Bains, Jonction, Genève, Grand Genève, Genève, 1200, Schweiz/Suisse/Svizzera/Svizra, (46.1978397, 6.136641736594668))\n", "152 Musee d'Ethnographie ... (Musée d'ethnographie, Chemin du Petit-Pontarlier, Neuchâtel, 2004, Schweiz/Suisse/Svizzera/Svizra, (46.9908948, 6.9208271))\n", "153 Sammlungen fur Volkerkunde ... None\n", "154 Museum Rietberg ... (Museum Rietberg, 15, Gablerstrasse, Enge, Kreis 2, Zürich, Bezirk Zürich, Zürich, 8002, Schweiz/Suisse/Svizzera/Svizra, (47.3589183, 8.5297352))\n", "155 Volkerkundemuseum ... (Völkerkundemuseum der Universität Zürich, 40, Pelikanstrasse, City, Altstadt, Zürich, Bezirk Zürich, Zürich, 8001, Schweiz/Suisse/Svizzera/Svizra, (47.3708304, 8.534330589256099))\n", "156 Louvre ... (Louvre Abu Dhabi, Louvre Delivery Access, منطقة الثقافة, أبوظبي, أبو ظبي, 107032, الإمارات العربية المتحدة, (24.53371645, 54.39844848473929))\n", "\n", "[157 rows x 5 columns]" ] }, "execution_count": 32, "metadata": { "tags": [] }, "output_type": "execute_result" } ], "source": [ "df1" ] }, { "cell_type": "markdown", "metadata": { "id": "aDQLmqkpbMXt" }, "source": [ "After compiling the addresses and coordinates, the dataframe needed the latitude and longitudes for Folium to plot the locations on the map. " ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "id": "8-j_mEDDK37N" }, "outputs": [], "source": [ "df1[\"Latitude\"]=df1[\"Coordinates\"].apply(lambda x: x.latitude if x !=None else None)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "id": "84HAyBo0K86c" }, "outputs": [], "source": [ "df1[\"Longitude\"]=df1[\"Coordinates\"].apply(lambda x: x.longitude if x !=None else None)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "GO9aKS8dLAmE", "outputId": "4e67bcc1-3b2c-4e53-d4a3-8285647fea7f" }, "outputs": [ { "data": { "text/html": [ "
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PlaceCityCountryAddressCoordinatesLatitudeLongitude
0Ulster MuseumBelfastUnited KingdomUlster Museum, Belfast, United Kingdom(Ulster Museum, Stranmillis Road, Queen's Quarter, Belfast, County Antrim, Northern Ireland, BT9 5AB, United Kingdom, (54.58228485, -5.935325683757221))54.582285-5.935326
1Barber Institute University of BirminghamBirminghamUnited KingdomBarber Institute University of Birmingham, Birmingham, United KingdomNoneNaNNaN
2City Museum and Art GalleryBirminghamUnited KingdomCity Museum and Art Gallery, Birmingham, United KingdomNoneNaNNaN
3Brighton Museum and Art GalleryBrightonUnited KingdomBrighton Museum and Art Gallery, Brighton, United Kingdom(Brighton Museum & Art Gallery, Church Street, Round Hill, Brighton, Brighton and Hove, South East England, England, BN1 1UB, United Kingdom, (50.823454749999996, -0.13803227795095502))50.823455-0.138032
4Bristol City MuseumBristolUnited KingdomBristol City Museum, Bristol, United KingdomNoneNaNNaN
5Museum of Archaeology and AnthropologyCambridgeUnited KingdomMuseum of Archaeology and Anthropology, Cambridge, United Kingdom(Museum of Archaeology and Anthropology, Downing Street, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB2 3DZ, United Kingdom, (52.202799, 0.1209726))52.2027990.120973
6Jesus CollegeCambridgeUnited KingdomJesus College, Cambridge, United Kingdom(Jesus College, Victoria Avenue, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB1 1LB, United Kingdom, (52.2084959, 0.1270643))52.2084960.127064
7Dumas-Egerton TrustCambridgeUnited KingdomDumas-Egerton Trust, Cambridge, United KingdomNoneNaNNaN
8National Museums ScotlandEdinburghUnited KingdomNational Museums Scotland, Edinburgh, United Kingdom(National War Museum, King's Stables Road, Old Town, City of Edinburgh, Scotland, EH1 2JY, United Kingdom, (55.94885295, -3.2019126171556156))55.948853-3.201913
9Myers Museum Eton CollegeBerkshireUnited KingdomMyers Museum Eton College, Berkshire, United KingdomNoneNaNNaN
10Glasgow Art GalleryGlasgowUnited KingdomGlasgow Art Gallery, Glasgow, United Kingdom(Hunterian Art Gallery, Hillhead Street, Yorkhill, Hillhead, Glasgow, Glasgow City, Scotland, G12 8QF, United Kingdom, (55.8730964, -4.2887702))55.873096-4.288770
11St Mungos Museum of Religious LifeGlasgowUnited KingdomSt Mungos Museum of Religious Life, Glasgow, United KingdomNoneNaNNaN
12Bankfield MuseumHalifaxUnited KingdomBankfield Museum, Halifax, United KingdomNoneNaNNaN
13East Yorkshire Regimental CollectionHullUnited KingdomEast Yorkshire Regimental Collection, Hull, United KingdomNoneNaNNaN
14Hull MuseumsHullUnited KingdomHull Museums, Hull, United Kingdom(Hands on History Museum, South Church Side, Old Town, Hull, Kingston upon Hull, Yorkshire and the Humber, England, HU1 1RR, United Kingdom, (53.74154245, -0.33549222175794247))53.741542-0.335492
15Ipwich MuseumIpwichUnited KingdomIpwich Museum, Ipwich, United KingdomNoneNaNNaN
16Leeds City MuseumLeedsUnited KingdomLeeds City Museum, Leeds, United Kingdom(Leeds City Museum, Millennium Square, Arena Quarter, Woodhouse, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS2 8BH, United Kingdom, (53.80158325, -1.5468995820159708))53.801583-1.546900
17Royal ArmouriesLeedsUnited KingdomRoyal Armouries, Leeds, United Kingdom(Royal Armouries, Armouries Drive, Steander, Richmond Hill, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS10 1LG, United Kingdom, (53.79183725, -1.5322648752506947))53.791837-1.532265
18World MuseumsLiverpoolUnited KingdomWorld Museums, Liverpool, United Kingdom(World Museum Liverpool, William Brown Street, Ropewalks, Liverpool, North West England, England, L3 8EN, United Kingdom, (53.4098342, -2.9818017))53.409834-2.981802
19Museum of LiverpoolLiverpoolUnited KingdomMuseum of Liverpool, Liverpool, United Kingdom(Museum of Liverpool, A5045, Ropewalks, Liverpool, North West England, England, L3 1AF, United Kingdom, (53.40295905, -2.9956045675940217))53.402959-2.995605
20British MuseumLondonUnited KingdomBritish Museum, London, United Kingdom(British Museum, Great Russell Street, St Giles, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1B 3DG, United Kingdom, (51.51929365, -0.12801772178494725))51.519294-0.128018
21Horniman Museum LondonLondonUnited KingdomHorniman Museum London, London, United Kingdom(Horniman Museum, 100, London Road, Forest Hill, London Borough of Lewisham, London, Greater London, England, SE23 3PQ, United Kingdom, (51.4410175, -0.06099898407573359))51.441018-0.060999
22Lambeth PalaceLondonUnited KingdomLambeth Palace, London, United Kingdom(Lambeth Palace, Lambeth Palace Road, Lambeth, London Borough of Lambeth, London, Greater London, England, SE1 7JU, United Kingdom, (51.495558349999996, -0.12007657137516138))51.495558-0.120077
23Natural History MuseumLondonUnited KingdomNatural History Museum, London, United Kingdom(Natural History Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 5BD, United Kingdom, (51.496510900000004, -0.17600190725447445))51.496511-0.176002
24Royal Museums GreenwichLondonUnited KingdomRoyal Museums Greenwich, London, United Kingdom(Royal Observatory Greenwich, Blackheath Avenue, East Greenwich, Royal Borough of Greenwich, London, Greater London, England, SE10 8XJ, United Kingdom, (51.47736225, -0.000845336047094045))51.477362-0.000845
25Victoria and Albert MuseumLondonUnited KingdomVictoria and Albert Museum, London, United Kingdom(Victoria and Albert Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2RL, United Kingdom, (51.496883800000006, -0.17163721656927572))51.496884-0.171637
26Wellcome CollectionLondonUnited KingdomWellcome Collection, London, United Kingdom(Wellcome Collection, 183, Euston Road, St Pancras, London Borough of Camden, London, Greater London, England, NW1 2BE, United Kingdom, (51.5259739, -0.1340195))51.525974-0.134020
27Maidstone MuseumKentUnited KingdomMaidstone Museum, Kent, United Kingdom(Maidstone Museum, St Faith's Street, Ringlestone, Penenden Heath, Maidstone, Kent, South East England, England, ME14 1QE, United Kingdom, (51.27604384999999, 0.5206764024369502))51.2760440.520676
28Manchester Museum University of ManchesterManchesterUnited KingdomManchester Museum University of Manchester, Manchester, United Kingdom(The Manchester Museum, Oxford Road, Chorlton-on-Medlock, Manchester, Greater Manchester, North West England, England, M13 9NS, United Kingdom, (53.4664071, -2.2342428))53.466407-2.234243
29Great North MuseumNewcastleUnited KingdomGreat North Museum, Newcastle, United KingdomNoneNaNNaN
30National Museum of the Royal NavyPorstmouthUnited KingdomNational Museum of the Royal Navy, Porstmouth, United KingdomNoneNaNNaN
31Cumberland House MuseumPorstmouthUnited KingdomCumberland House Museum, Porstmouth, United KingdomNoneNaNNaN
32Lancashire Infantry Museum Fulwood BarracksPrestonUnited KingdomLancashire Infantry Museum Fulwood Barracks, Preston, United KingdomNoneNaNNaN
33Powell Cotton MuseumBirchington-on-SeaUnited KingdomPowell Cotton Museum, Birchington-on-Sea, United Kingdom(Powell-Cotton Museum, Silver Avenue, Birchington, Thanet, Kent, South East England, England, CT7 0BH, United Kingdom, (51.366787349999996, 1.3144282498248845))51.3667871.314428
34Norfolk MuseumNorfolkUnited KingdomNorfolk Museum, Norfolk, United Kingdom(Mid-Norfolk Railway Museum Room, Station Road, Toftwood, Dereham, Breckland, Norfolk, East of England, England, NR19 1DF, United Kingdom, (52.6790732, 0.9475488))52.6790730.947549
35Sainsbury Centre University of East AngliaNorwichUnited KingdomSainsbury Centre University of East Anglia, Norwich, United KingdomNoneNaNNaN
36The Royal Albert MuseumExeterUnited KingdomThe Royal Albert Museum, Exeter, United KingdomNoneNaNNaN
37University Museums University of AberdeenAberdeenUnited KingdomUniversity Museums University of Aberdeen, Aberdeen, United KingdomNoneNaNNaN
38Admolean Museum University of OxfordOxfordUnited KingdomAdmolean Museum University of Oxford, Oxford, United KingdomNoneNaNNaN
39The Rivers Museum University of OxfordOxfordUnited KingdomThe Rivers Museum University of Oxford, Oxford, United KingdomNoneNaNNaN
40City Art GallerySalfordUnited KingdomCity Art Gallery, Salford, United KingdomNoneNaNNaN
41World Museum National Museums LiverpoolLiverpoolUnited KingdomWorld Museum National Museums Liverpool, Liverpool, United KingdomNoneNaNNaN
42Warington Museum and Art GalleryWaringtonUnited KingdomWarington Museum and Art Gallery, Warington, United KingdomNoneNaNNaN
43Royal CollectionWindsorUnited KingdomRoyal Collection, Windsor, United KingdomNoneNaNNaN
44Baltimore Museum of ArtBaltimoreUSABaltimore Museum of Art, Baltimore, USA(Baltimore Museum of Art, 10, Art Museum Drive, Charles Village, Baltimore, Maryland, 21218, United States, (39.3258441, -76.61943986693746))39.325844-76.619440
45Roche A Hearst Museum of Anthropology University of CaliforniaBerkeleyUSARoche A Hearst Museum of Anthropology University of California, Berkeley, USANoneNaNNaN
46Museum of Fine ArtsBostonUSAMuseum of Fine Arts, Boston, USA(Museum of Fine Arts, 465, Huntington Avenue, South End, Boston, Suffolk County, Massachusetts, 02120, United States, (42.3394576, -71.09389640108918))42.339458-71.093896
47Albright Knox Art GalleryBuffaloUSAAlbright Knox Art Gallery, Buffalo, USA(Albright-Knox Art Gallery, 1285, Elmwood Avenue, Buffalo, Erie County, New York, 14222, United States, (42.9321293, -78.87568390024248))42.932129-78.875684
48Buffalo Museum of ScienceBuffaloUSABuffalo Museum of Science, Buffalo, USA(Buffalo Museum of Science, 1, Humboldt Parkway South, Buffalo, Erie County, New York, 14211, United States, (42.906103, -78.84339883938105))42.906103-78.843399
49Peabody Museum, Harvard UniversityCambridgeUSAPeabody Museum, Harvard University, Cambridge, USANoneNaNNaN
50Art Institute of ChicagoChicagoUSAArt Institute of Chicago, Chicago, USA(The Art Institute of Chicago, 111, South Michigan Avenue, Printer's Row, Loop, Chicago, Cook County, Illinois, 60603, United States, (41.8796009, -87.62308280420407))41.879601-87.623083
51Field Museum of Natural HistoryChicagoUSAField Museum of Natural History, Chicago, USA(Field Museum, 1400, South Lake Shore Drive, South Loop, Near South Side, Chicago, Cook County, Illinois, 60605, United States, (41.866206649999995, -87.61689086904326))41.866207-87.616891
52Cleveland Art MuseumClevelandUSACleveland Art Museum, Cleveland, USA(Cleveland Museum of Art, 11150, East Boulevard, Magnolia-Wade Park Historic District, University Circle, Cleveland, Cuyahoga County, Ohio, 44114, United States, (41.5090438, -81.61173672190631))41.509044-81.611737
53Dallas Art MuseumDallasUSADallas Art Museum, Dallas, USA(Dallas Museum of Art, 1717, North Harwood Street, Klyde Warren Park-Arts District PID, Dallas, Dallas County, Texas, 75201, United States, (32.78783105, -96.80133687980364))32.787831-96.801337
54Hood Museum of Art, Dartmouth CollegeHanoverUSAHood Museum of Art, Dartmouth College, Hanover, USANoneNaNNaN
55Denver Art MuseumDenverUSADenver Art Museum, Denver, USA(Denver Art Museum, 100, West 14th Avenue Parkway, Golden Triangle, Denver, Denver County, Colorado, 80204, United States, (39.73737534999999, -104.98968345297921))39.737375-104.989683
56Detroit Institute of ArtsDetroitUSADetroit Institute of Arts, Detroit, USA(Detroit Institute of Arts, 5200, Woodward Avenue, Midtown, Detroit, Wayne County, Michigan, 48202, United States, (42.3595105, -83.06452586249985))42.359510-83.064526
57Indianapolis Museum of ArtIndianapolisUSAIndianapolis Museum of Art, Indianapolis, USA(Indianapolis Museum of Art, 4000, Michigan Road, Woodstock, Shooters Hill, Indianapolis, Marion, Indiana, 46208, United States, (39.82596175, -86.18583890576329))39.825962-86.185839
58University of IowaIowa CityUSAUniversity of Iowa, Iowa City, USA(The University of Iowa, Hawks Ridge Road, Ruppert Hills, Iowa City, Johnson County, Iowa, 52246, United States, (41.66586935, -91.57334352186675))41.665869-91.573344
59Los Angeles County Museum of ArtLos AngelesUSALos Angeles County Museum of Art, Los Angeles, USA(Los Angeles County Museum of Art, Smidt Welcome Plaza, Mid-Wilshire, Los Angeles, Los Angeles County, California, United States, (34.063736199999994, -118.35890315746158))34.063736-118.358903
60Fowler Museum, University of CaliforniaLos AngelesUSAFowler Museum, University of California, Los Angeles, USANoneNaNNaN
61Milwaukee Public MuseumMilwaukeeUSAMilwaukee Public Museum, Milwaukee, USA(Milwaukee Public Museum, 800, West Wells Street, Westown, Milwaukee, Milwaukee County, Wisconsin, 53233, United States, (43.0407156, -87.92133880435958))43.040716-87.921339
62Minneapolis Institute of ArtsMinneapolisUSAMinneapolis Institute of Arts, Minneapolis, USA(Minneapolis Institute of Art, 2400, 3rd Avenue South, Whittier, Phillips, Minneapolis, Hennepin County, Minnesota, 55404, United States, (44.95859455, -93.27415255541163))44.958595-93.274153
63Newark MuseumNewarkUSANewark Museum, Newark, USA(Newark Museum, 49, Washington Street, Newark, Essex County, New Jersey, 07102, United States, (40.74317585, -74.17177195259168))40.743176-74.171772
64Yale University Art GalleryNew HavenUSAYale University Art Gallery, New Haven, USA(Yale University Art Gallery, 1111, Chapel Street, Downtown, New Haven, New Haven County, Connecticut, 06515, United States, (41.3084354, -72.93087953034963))41.308435-72.930880
65New Orleans Museum of ArtNew OrleansUSANew Orleans Museum of Art, New Orleans, USA(New Orleans Museum of Art, 1, Collins Diboll Circle, New Orleans, Orleans Parish, Louisiana, 70119:70124, United States, (29.98643375, -90.0934342643155))29.986434-90.093434
66American Museum of Natural HistoryNew York CityUSAAmerican Museum of Natural History, New York City, USA(American Museum of Natural History, 180, Central Park West, Upper West Side, Manhattan, New York County, New York, 10024, United States, (40.78109345, -73.97425100147501))40.781093-73.974251
67Brooklyn MuseumNew York CityUSABrooklyn Museum, New York City, USA(Brooklyn Museum, 200, Eastern Parkway, Prospect Heights, Brooklyn, Kings County, New York, 11238, United States, (40.6709108, -73.96331573047141))40.670911-73.963316
68The Metropolitan Museum of ArtNew York CityUSAThe Metropolitan Museum of Art, New York City, USA(The Metropolitan Museum of Art, 1000, 5th Avenue, Manhattan Community Board 8, Manhattan, New York County, New York, 10035, United States, (40.7794396, -73.96338248033601))40.779440-73.963382
69Stovall MuseumNormanUSAStovall Museum, Norman, USANoneNaNNaN
70Allen Memorial Art MuseumOberlinUSAAllen Memorial Art Museum, Oberlin, USANoneNaNNaN
71Philadelphia Museum of ArtPhiladelphiaUSAPhiladelphia Museum of Art, Philadelphia, USA(Philadelphia Museum of Art, 2600, Benjamin Franklin Parkway, Spring Garden, Philadelphia, Philadelphia County, Pennsylvania, 19130, United States, (39.965563849999995, -75.18151277315162))39.965564-75.181513
72Carnegie InstitutePittsburghUSACarnegie Institute, Pittsburgh, USA(Carnegie Museum of Natural History, 4400, Forbes Avenue, North Oakland, Pittsburgh, Allegheny County, Pennsylvania, 15213, United States, (40.4430084, -79.94991581649228))40.443008-79.949916
73University of Pennsylvania Museum of Archaeology and AnthropologyPhiladelphiaUSAUniversity of Pennsylvania Museum of Archaeology and Anthropology, Philadelphia, USA(Penn Museum, 3260, South Street, University City, Philadelphia, Philadelphia County, Pennsylvania, 19104, United States, (39.9492859, -75.19203027383026))39.949286-75.192030
74Museum of Art, Rhode Island School of DesignProvidenceUSAMuseum of Art, Rhode Island School of Design, Providence, USANoneNaNNaN
75Haffenreffer Museum of AntrhopologyProvidenceUSAHaffenreffer Museum of Antrhopology, Providence, USANoneNaNNaN
76de Young MuseumSan FranciscoUSAde Young Museum, San Francisco, USA(De Young Museum, 50, Hagiwara Tea Garden Drive, San Francisco, San Francisco City and County, San Francisco, California, 94118, United States, (37.77148045, -122.46912751367088))37.771480-122.469128
77Seattle Art MuseumSeattleUSASeattle Art Museum, Seattle, USA(Seattle Art Museum, 1300, 1st Avenue, Pike Place Market Area, Belltown, Seattle, King County, Washington, 98101, United States, (47.6077008, -122.3385575))47.607701-122.338557
78City Art MuseumSt LouisUSACity Art Museum, St Louis, USANoneNaNNaN
79Hirschhorn Museum of Sculpture GardenWashingtonUSAHirschhorn Museum of Sculpture Garden, Washington, USANoneNaNNaN
80National Museum of African Art, Smithsonian InstitutionWashingtonUSANational Museum of African Art, Smithsonian Institution, Washington, USANoneNaNNaN
81Ethnologisches Museum BerlinBerlinGermanyEthnologisches Museum Berlin, Berlin, Germany(Ethnologisches Museum, Im Winkel, Dahlem, Steglitz-Zehlendorf, Berlin, 14195, Deutschland, (52.4606001, 13.2929563))52.46060013.292956
82Bode-MuseumBerlinGermanyBode-Museum, Berlin, Germany(Bode-Museum, 1-3, Am Kupfergraben, Spandauer Vorstadt, Mitte, Berlin, 10117, Deutschland, (52.5216541, 13.394999067769014))52.52165413.394999
83Stadtisches MuseumBraunschweigGermanyStadtisches Museum, Braunschweig, Germany(Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665))52.26133710.531843
84Ubersee-MuseumBremenGermanyUbersee-Museum, Bremen, Germany(Übersee, 13, Bahnhofsplatz, Bahnhofsvorstadt, Mitte, Stadtbezirk Bremen-Mitte, Bremen, 28195, Deutschland, (53.083186, 8.8113495))53.0831868.811350
85Stadtisches MuseumBrunswickGermanyStadtisches Museum, Brunswick, Germany(Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665))52.26133710.531843
86Rautenstrauch-Joest MuseumCologneGermanyRautenstrauch-Joest Museum, Cologne, Germany(Rautenstrauch-Joest-Museum, 10, Leonhard-Tietz-Straße, Cäcilienviertel, Altstadt-Süd, Innenstadt, Köln, Nordrhein-Westfalen, 50676, Deutschland, (50.9345248, 6.9503589))50.9345256.950359
87Hessiches LandesmuseumDarmstadtGermanyHessiches Landesmuseum, Darmstadt, GermanyNoneNaNNaN
88Dresden Museum fur Volkerunde University of GottingenDresdenGermanyDresden Museum fur Volkerunde University of Gottingen, Dresden, GermanyNoneNaNNaN
89Staatliche Museum fur VolkerkundeDresdenGermanyStaatliche Museum fur Volkerkunde, Dresden, GermanyNoneNaNNaN
90Museum der WeltkulturenFrankfurt am MainGermanyMuseum der Weltkulturen, Frankfurt am Main, Germany(Weltkulturen Museum, Schaumainkai, Sachsenhausen, Sachsenhausen Nord, Süd, Frankfurt am Main, Hessen, 60594, Deutschland, (50.1057385, 8.6793625))50.1057398.679362
91Museum Natur und MenschFreiburgGermanyMuseum Natur und Mensch, Freiburg, Germany(Museum Natur und Mensch, 32, Gerberau, Altstadt-Mitte, Altstadt, Freiburg im Breisgau, Baden-Württemberg, 79098, Deutschland, (47.99333025, 7.851602419074744))47.9933307.851602
92Intitut fur Volkerkunde University of GottingenGöttingenGermanyIntitut fur Volkerkunde University of Gottingen, Göttingen, GermanyNoneNaNNaN
93MKG Museum fur Kunst und GewerbeHamburgGermanyMKG Museum fur Kunst und Gewerbe, Hamburg, GermanyNoneNaNNaN
94MARKK Museum am Rothenbaum Kulturen und Kunste der WeltHamburgGermanyMARKK Museum am Rothenbaum Kulturen und Kunste der Welt, Hamburg, GermanyNoneNaNNaN
95Niedersachisisches LandesmuseumHannoverGermanyNiedersachisisches Landesmuseum, Hannover, GermanyNoneNaNNaN
96Volkerkundesammlung der J und E von Portheim StiftungHeidelbergGermanyVolkerkundesammlung der J und E von Portheim Stiftung, Heidelberg, GermanyNoneNaNNaN
97Roemer-Pelizaeus-MuseumHildesheimGermanyRoemer-Pelizaeus-Museum, Hildesheim, Germany(Roemer- und Pelizaeus-Museum, 1-2, Am Steine, Michaelisviertel, Altstadt, Stadtmitte/Neustadt, Hildesheim, Landkreis Hildesheim, Niedersachsen, 31134, Deutschland, (52.1493268, 9.9441505))52.1493279.944150
98Grassi VolkerkundemuseumLeipzigGermanyGrassi Volkerkundemuseum, Leipzig, GermanyNoneNaNNaN
99VolkerkundesammlungLübeckGermanyVolkerkundesammlung, Lübeck, GermanyNoneNaNNaN
100Reiss Englehorn MuseumMannheimGermanyReiss Englehorn Museum, Mannheim, GermanyNoneNaNNaN
101Johannes Gutenberg UniversityMainzGermanyJohannes Gutenberg University, Mainz, GermanyNoneNaNNaN
102Musuem Funf KontinenteMunichGermanyMusuem Funf Kontinente, Munich, GermanyNoneNaNNaN
103Linden MuseumStuttgartGermanyLinden Museum, Stuttgart, Germany(Linden-Museum, 1, Hegelplatz, Universität, Stuttgart-Mitte, Stuttgart, Baden-Württemberg, 70174, Deutschland, (48.782761699999995, 9.170060313222383))48.7827629.170060
104Museum der Stadt UlmUlmGermanyMuseum der Stadt Ulm, Ulm, Germany(Friedrichsau, Wielandstraße, Safranberg, Oststadt, Ulm, Baden-Württemberg, 89073, Deutschland, (48.4062707, 10.009062876040339))48.40627110.009063
105Royal Court of BeninBeninNigeriaRoyal Court of Benin, Benin, Nigeria(Royal Close, Benin City, Oredo, Edo, 11012, Nigeria, (6.3338336, 5.6171814))6.3338345.617181
106Collection of the High Priest Osemwegie EbohonBeninNigeriaCollection of the High Priest Osemwegie Ebohon, Benin, NigeriaNoneNaNNaN
107National MuseumBenin CityNigeriaNational Museum, Benin City, Nigeria(Benin City National Museum, A2, Benin City, Oredo, Edo, Nigeria, (6.33291815, 5.622241034660403))6.3329185.622241
108National Museum CalabarCalabarNigeriaNational Museum Calabar, Calabar, Nigeria(Slave History Museum, Garden St, Calabar, Calabar Municipal, Cross River, 540221, Nigeria, (4.9662925, 8.3184591))4.9662928.318459
109National MuseumIfeNigeriaNational Museum, Ife, Nigeria(Museum of Natural History, PG close, Ife, Ife Central, Osun, Nigeria, (7.5165138, 4.528421987761998))7.5165144.528422
110National MuseumLagosNigeriaNational Museum, Lagos, Nigeria(National Museum, Military Street, Lagos, Lagos Island, Lagos, 2476, Nigeria, (6.4443934, 3.403606986618445))6.4443933.403607
111Ibadan UniversityIbadanNigeriaIbadan University, Ibadan, Nigeria(University of Ibadan, Ibadan North, Oyo, 200284, Nigeria, (7.4477245, 3.8967116))7.4477243.896712
112National Commision for Museums and MonumentsNaNNigeriaNaN(Nanno, Ville d'Anaunia, Comunità della Val di Non, Provincia di Trento, Trentino-Alto Adige/Südtirol, 38012, Italia, (46.3144754, 11.0480288))46.31447511.048029
113Museo do DondoDondoAngolaMuseo do Dondo, Dondo, AngolaNoneNaNNaN
114South Australian MuseumAdelaideAustraliaSouth Australian Museum, Adelaide, Australia(South Australian Museum, North Terrace, Adelaide, Adelaide City Council, South Australia, 5000, Australia, (-34.9207272, 138.60356284898404))-34.920727138.603563
115Australian MuseumSydneyAustraliaAustralian Museum, Sydney, Australia(Australian Museum, Cross City Tunnel, Darlinghurst, Sydney, Council of the City of Sydney, New South Wales, 2010, Australia, (-33.87434915, 151.2132563777954))-33.874349151.213256
116WelmuseumViennaAustriaWelmuseum, Vienna, AustriaNoneNaNNaN
117Oesterreichische Akademie der WissenschaftenViennaAustriaOesterreichische Akademie der Wissenschaften, Vienna, Austria(Österreichische Akademie der Wissenschaften, 3, Vordere Zollamtsstraße, Weißgerber, KG Landstraße, Landstraße, Wien, 1030, Österreich, (48.20963655, 16.38512328404719))48.20963716.385123
118Etnografisch MuseumAntwerpBeligiumEtnografisch Museum, Antwerp, BeligiumNoneNaNNaN
119Musées royaux d'art et d'histoireBrusselsBeligiumMusées royaux d'art et d'histoire, Brussels, BeligiumNoneNaNNaN
120Royal Africa MuseumTervurenBeligiumRoyal Africa Museum, Tervuren, BeligiumNoneNaNNaN
121Musee canadien de l'histoireGatineauCanadaMusee canadien de l'histoire, Gatineau, Canada(Musée Canadien de l'histoire, 100, Rue Laurier, Hull, Gatineau, Gatineau (ville), Outaouais, Québec, J8X 3V7, Canada, (45.4291322, -75.70903364994336))45.429132-75.709034
122Musee des beaux-artsMontrealCanadaMusee des beaux-arts, Montreal, Canada(Musée des Beaux-Arts de Montréal, Rue Sherbrooke Ouest, René-Lévesque, Ville-Marie, Montréal, Agglomération de Montréal, Montréal (06), Québec, H3G 2E8, Canada, (45.4986994, -73.5793984))45.498699-73.579398
123Royal Ontario MuseumTorontoCanadaRoyal Ontario Museum, Toronto, Canada(Royal Ontario Museum, 100, Queen's Park, Bloor Street Culture Corridor, University—Rosedale, Old Toronto, Toronto, Golden Horseshoe, Ontario, M5S 2C6, Canada, (43.66766165, -79.39469797351879))43.667662-79.394698
124Museum of Anthropology at the University of British ColumbiaVancouverCanadaMuseum of Anthropology at the University of British Columbia, Vancouver, Canada(Museum of Anthropology, 6393, Northwest Marine Drive, University of British Columbia, Electoral Area A, British Columbia, V6T 1Z2, Canada, (49.26946905, -123.25941449774265))49.269469-123.259414
125National MuseumCopenhagenDenmarkNational Museum, Copenhagen, Denmark(Statens Museum for Kunst, Sølvgade, Nyboder, Frederiksstaden, København, Københavns Kommune, Region Hovedstaden, 1307, Danmark, (55.68873175, 12.578360717013345))55.68873212.578361
126Moesgaard MuseumAarhusDenmarkMoesgaard Museum, Aarhus, Denmark(Moesgaard Museum, Moesgård Allé, Aarhus, Aarhus Kommune, Region Midtjylland, 8330, Danmark, (56.088673400000005, 10.223552493535763))56.08867310.223552
127Musee du quai BranlyParisFranceMusee du quai Branly, Paris, France(Musée du quai Branly - Jacques Chirac, 37, Quai Branly, Quartier de Grenelle, Paris 15e Arrondissement, Paris, Île-de-France, France métropolitaine, 75007, France, (48.8609943, 2.297969635195826))48.8609942.297970
128Cluny MuseumParisFranceCluny Museum, Paris, France(Cluny-La Sorbonne, Boulevard Saint-Germain, Quartier de la Sorbonne, Paris 5e Arrondissement, Paris, Île-de-France, France métropolitaine, 75005, France, (48.8511281, 2.3442177))48.8511282.344218
129National Museum of IrelandDublinIrelandNational Museum of Ireland, Dublin, IrelandNoneNaNNaN
130Hunt MuseumLimerickIrelandHunt Museum, Limerick, Ireland(Hunt Museum, Rutland Street, Limerick City, The Metropolitan District of Limerick City, County Limerick, Munster, V94 D896, Éire / Ireland, (52.66634905, -8.624416488734003))52.666349-8.624416
131Vatican MuseumsVatican CityItalyVatican Museums, Vatican City, ItalyNoneNaNNaN
132National Museum of EthnologyOsakaJapanNational Museum of Ethnology, Osaka, JapanNoneNaNNaN
133TropenmuseumAmsterdamNetherlandsTropenmuseum, Amsterdam, Netherlands(Tropenmuseum, 2, Linnaeusstraat, Oost, Amsterdam, Noord-Holland, Nederland, 1092CK, Nederland, (52.3627683, 4.922683))52.3627684.922683
134Rijksmuseum van OudhedenLeidenNetherlandsRijksmuseum van Oudheden, Leiden, Netherlands(Rijksmuseum van Oudheden, 28, Rapenburg, Academiewijk, Leiden, Zuid-Holland, Nederland, 2311EW, Nederland, (52.1584403, 4.4856243))52.1584404.485624
135Museum VolkenkundeLeidenNetherlandsMuseum Volkenkunde, Leiden, Netherlands(Museum Volkenkunde, 1, Steenstraat, Oude Morsch, Leiden, Zuid-Holland, Nederland, 2312BS, Nederland, (52.16312245, 4.482514662023505))52.1631224.482515
136Museum voor Land en VolkenkundeRotterdamNetherlandsMuseum voor Land en Volkenkunde, Rotterdam, NetherlandsNoneNaNNaN
137Ethnographic MuseumOsloNorwayEthnographic Museum, Oslo, NorwayNoneNaNNaN
138Sociedade de GeografiaLisbonPortugalSociedade de Geografia, Lisbon, Portugal(Museu da Sociedade de Geografia de Lisboa, 100, Rua das Portas de Santo Antão, Santa Justa, Mouraria, Santa Maria Maior, Lisboa, Grande Lisboa, Área Metropolitana de Lisboa, 1150-269, Portugal, (38.7162531, -9.1397928))38.716253-9.139793
139Museo de Grao VascoViseuPortugalMuseo de Grao Vasco, Viseu, PortugalNoneNaNNaN
140Anthropological Museum of Moscow State UniversityMoscowRussiaAnthropological Museum of Moscow State University, Moscow, RussiaNoneNaNNaN
141Kunstkamera Museum of Ethnology and AnthropologySaint PetersburgRussiaKunstkamera Museum of Ethnology and Anthropology, Saint Petersburg, RussiaNoneNaNNaN
142Russian Museum of EhtnographySaint PetersburgRussiaRussian Museum of Ehtnography, Saint Petersburg, RussiaNoneNaNNaN
143Musee des civilisations noiresDakarSenegalMusee des civilisations noires, Dakar, Senegal(Musée des Civilisations Noires, Boulevard du Centenaire de la Commune de Dakar, Gibraltar, Dakar, 25, Sénégal, (14.67742145, -17.4350384057443))14.677421-17.435038
144Museum de Cultures del MonBarcelonaSpainMuseum de Cultures del Mon, Barcelona, SpainNoneNaNNaN
145Seminario de Historia Primitiva del HombreMadridSpainSeminario de Historia Primitiva del Hombre, Madrid, SpainNoneNaNNaN
146Varldskultur MuseumGothenburgSwedenVarldskultur Museum, Gothenburg, SwedenNoneNaNNaN
147Varldskultur MuseumStockholmSwedenVarldskultur Museum, Stockholm, SwedenNoneNaNNaN
148Uppsala UniversityUppsalaSwedenUppsala University, Uppsala, SwedenNoneNaNNaN
149Museum fur VolkenkundeBaselSwitzerlandMuseum fur Volkenkunde, Basel, SwitzerlandNoneNaNNaN
150Bernisches Historisches MuseumBernSwitzerlandBernisches Historisches Museum, Bern, Switzerland(Bernisches Historisches Museum, Bernastrasse, Dalmazi, Kirchenfeld, Stadtteil IV, Bern, Verwaltungskreis Bern-Mittelland, Verwaltungsregion Bern-Mittelland, Bern/Berne, 3005, Schweiz/Suisse/Svizzera/Svizra, (46.94296765, 7.448869649798398))46.9429687.448870
151Musee d'EthnographieGenevaSwitzerlandMusee d'Ethnographie, Geneva, Switzerland(Musée d'ethnographie, Rue des Bains, Jonction, Genève, Grand Genève, Genève, 1200, Schweiz/Suisse/Svizzera/Svizra, (46.1978397, 6.136641736594668))46.1978406.136642
152Musee d'EthnographieNeuchatelSwitzerlandMusee d'Ethnographie, Neuchatel, Switzerland(Musée d'ethnographie, Chemin du Petit-Pontarlier, Neuchâtel, 2004, Schweiz/Suisse/Svizzera/Svizra, (46.9908948, 6.9208271))46.9908956.920827
153Sammlungen fur VolkerkundeSt GallenSwitzerlandSammlungen fur Volkerkunde, St Gallen, SwitzerlandNoneNaNNaN
154Museum RietbergZurichSwitzerlandMuseum Rietberg, Zurich, Switzerland(Museum Rietberg, 15, Gablerstrasse, Enge, Kreis 2, Zürich, Bezirk Zürich, Zürich, 8002, Schweiz/Suisse/Svizzera/Svizra, (47.3589183, 8.5297352))47.3589188.529735
155VolkerkundemuseumZurichSwitzerlandVolkerkundemuseum, Zurich, Switzerland(Völkerkundemuseum der Universität Zürich, 40, Pelikanstrasse, City, Altstadt, Zürich, Bezirk Zürich, Zürich, 8001, Schweiz/Suisse/Svizzera/Svizra, (47.3708304, 8.534330589256099))47.3708308.534331
156LouvreAbu DhabiUnited Arab EmiratesLouvre, Abu Dhabi, United Arab Emirates(Louvre Abu Dhabi, Louvre Delivery Access, منطقة الثقافة, أبوظبي, أبو ظبي, 107032, الإمارات العربية المتحدة, (24.53371645, 54.39844848473929))24.53371654.398448
\n", "
" ], "text/plain": [ " Place \\\n", "0 Ulster Museum \n", "1 Barber Institute University of Birmingham \n", "2 City Museum and Art Gallery \n", "3 Brighton Museum and Art Gallery \n", "4 Bristol City Museum \n", "5 Museum of Archaeology and Anthropology \n", "6 Jesus College \n", "7 Dumas-Egerton Trust \n", "8 National Museums Scotland \n", "9 Myers Museum Eton College \n", "10 Glasgow Art Gallery \n", "11 St Mungos Museum of Religious Life \n", "12 Bankfield Museum \n", "13 East Yorkshire Regimental Collection \n", "14 Hull Museums \n", "15 Ipwich Museum \n", "16 Leeds City Museum \n", "17 Royal Armouries \n", "18 World Museums \n", "19 Museum of Liverpool \n", "20 British Museum \n", "21 Horniman Museum London \n", "22 Lambeth Palace \n", "23 Natural History Museum \n", "24 Royal Museums Greenwich \n", "25 Victoria and Albert Museum \n", "26 Wellcome Collection \n", "27 Maidstone Museum \n", "28 Manchester Museum University of Manchester \n", "29 Great North Museum \n", "30 National Museum of the Royal Navy \n", "31 Cumberland House Museum \n", "32 Lancashire Infantry Museum Fulwood Barracks \n", "33 Powell Cotton Museum \n", "34 Norfolk Museum \n", "35 Sainsbury Centre University of East Anglia \n", "36 The Royal Albert Museum \n", "37 University Museums University of Aberdeen \n", "38 Admolean Museum University of Oxford \n", "39 The Rivers Museum University of Oxford \n", "40 City Art Gallery \n", "41 World Museum National Museums Liverpool \n", "42 Warington Museum and Art Gallery \n", "43 Royal Collection \n", "44 Baltimore Museum of Art \n", "45 Roche A Hearst Museum of Anthropology University of California \n", "46 Museum of Fine Arts \n", "47 Albright Knox Art Gallery \n", "48 Buffalo Museum of Science \n", "49 Peabody Museum, Harvard University \n", "50 Art Institute of Chicago \n", "51 Field Museum of Natural History \n", "52 Cleveland Art Museum \n", "53 Dallas Art Museum \n", "54 Hood Museum of Art, Dartmouth College \n", "55 Denver Art Museum \n", "56 Detroit Institute of Arts \n", "57 Indianapolis Museum of Art \n", "58 University of Iowa \n", "59 Los Angeles County Museum of Art \n", "60 Fowler Museum, University of California \n", "61 Milwaukee Public Museum \n", "62 Minneapolis Institute of Arts \n", "63 Newark Museum \n", "64 Yale University Art Gallery \n", "65 New Orleans Museum of Art \n", "66 American Museum of Natural History \n", "67 Brooklyn Museum \n", "68 The Metropolitan Museum of Art \n", "69 Stovall Museum \n", "70 Allen Memorial Art Museum \n", "71 Philadelphia Museum of Art \n", "72 Carnegie Institute \n", "73 University of Pennsylvania Museum of Archaeology and Anthropology \n", "74 Museum of Art, Rhode Island School of Design \n", "75 Haffenreffer Museum of Antrhopology \n", "76 de Young Museum \n", "77 Seattle Art Museum \n", "78 City Art Museum \n", "79 Hirschhorn Museum of Sculpture Garden \n", "80 National Museum of African Art, Smithsonian Institution \n", "81 Ethnologisches Museum Berlin \n", "82 Bode-Museum \n", "83 Stadtisches Museum \n", "84 Ubersee-Museum \n", "85 Stadtisches Museum \n", "86 Rautenstrauch-Joest Museum \n", "87 Hessiches Landesmuseum \n", "88 Dresden Museum fur Volkerunde University of Gottingen \n", "89 Staatliche Museum fur Volkerkunde \n", "90 Museum der Weltkulturen \n", "91 Museum Natur und Mensch \n", "92 Intitut fur Volkerkunde University of Gottingen \n", "93 MKG Museum fur Kunst und Gewerbe \n", "94 MARKK Museum am Rothenbaum Kulturen und Kunste der Welt \n", "95 Niedersachisisches Landesmuseum \n", "96 Volkerkundesammlung der J und E von Portheim Stiftung \n", "97 Roemer-Pelizaeus-Museum \n", "98 Grassi Volkerkundemuseum \n", "99 Volkerkundesammlung \n", "100 Reiss Englehorn Museum \n", "101 Johannes Gutenberg University \n", "102 Musuem Funf Kontinente \n", "103 Linden Museum \n", "104 Museum der Stadt Ulm \n", "105 Royal Court of Benin \n", "106 Collection of the High Priest Osemwegie Ebohon \n", "107 National Museum \n", "108 National Museum Calabar \n", "109 National Museum \n", "110 National Museum \n", "111 Ibadan University \n", "112 National Commision for Museums and Monuments \n", "113 Museo do Dondo \n", "114 South Australian Museum \n", "115 Australian Museum \n", "116 Welmuseum \n", "117 Oesterreichische Akademie der Wissenschaften \n", "118 Etnografisch Museum \n", "119 Musées royaux d'art et d'histoire \n", "120 Royal Africa Museum \n", "121 Musee canadien de l'histoire \n", "122 Musee des beaux-arts \n", "123 Royal Ontario Museum \n", "124 Museum of Anthropology at the University of British Columbia \n", "125 National Museum \n", "126 Moesgaard Museum \n", "127 Musee du quai Branly \n", "128 Cluny Museum \n", "129 National Museum of Ireland \n", "130 Hunt Museum \n", "131 Vatican Museums \n", "132 National Museum of Ethnology \n", "133 Tropenmuseum \n", "134 Rijksmuseum van Oudheden \n", "135 Museum Volkenkunde \n", "136 Museum voor Land en Volkenkunde \n", "137 Ethnographic Museum \n", "138 Sociedade de Geografia \n", "139 Museo de Grao Vasco \n", "140 Anthropological Museum of Moscow State University \n", "141 Kunstkamera Museum of Ethnology and Anthropology \n", "142 Russian Museum of Ehtnography \n", "143 Musee des civilisations noires \n", "144 Museum de Cultures del Mon \n", "145 Seminario de Historia Primitiva del Hombre \n", "146 Varldskultur Museum \n", "147 Varldskultur Museum \n", "148 Uppsala University \n", "149 Museum fur Volkenkunde \n", "150 Bernisches Historisches Museum \n", "151 Musee d'Ethnographie \n", "152 Musee d'Ethnographie \n", "153 Sammlungen fur Volkerkunde \n", "154 Museum Rietberg \n", "155 Volkerkundemuseum \n", "156 Louvre \n", "\n", " City Country \\\n", "0 Belfast United Kingdom \n", "1 Birmingham United Kingdom \n", "2 Birmingham United Kingdom \n", "3 Brighton United Kingdom \n", "4 Bristol United Kingdom \n", "5 Cambridge United Kingdom \n", "6 Cambridge United Kingdom \n", "7 Cambridge United Kingdom \n", "8 Edinburgh United Kingdom \n", "9 Berkshire United Kingdom \n", "10 Glasgow United Kingdom \n", "11 Glasgow United Kingdom \n", "12 Halifax United Kingdom \n", "13 Hull United Kingdom \n", "14 Hull United Kingdom \n", "15 Ipwich United Kingdom \n", "16 Leeds United Kingdom \n", "17 Leeds United Kingdom \n", "18 Liverpool United Kingdom \n", "19 Liverpool United Kingdom \n", "20 London United Kingdom \n", "21 London United Kingdom \n", "22 London United Kingdom \n", "23 London United Kingdom \n", "24 London United Kingdom \n", "25 London United Kingdom \n", "26 London United Kingdom \n", "27 Kent United Kingdom \n", "28 Manchester United Kingdom \n", "29 Newcastle United Kingdom \n", "30 Porstmouth United Kingdom \n", "31 Porstmouth United Kingdom \n", "32 Preston United Kingdom \n", "33 Birchington-on-Sea United Kingdom \n", "34 Norfolk United Kingdom \n", "35 Norwich United Kingdom \n", "36 Exeter United Kingdom \n", "37 Aberdeen United Kingdom \n", "38 Oxford United Kingdom \n", "39 Oxford United Kingdom \n", "40 Salford United Kingdom \n", "41 Liverpool United Kingdom \n", "42 Warington United Kingdom \n", "43 Windsor United Kingdom \n", "44 Baltimore USA \n", "45 Berkeley USA \n", "46 Boston USA \n", "47 Buffalo USA \n", "48 Buffalo USA \n", "49 Cambridge USA \n", "50 Chicago USA \n", "51 Chicago USA \n", "52 Cleveland USA \n", "53 Dallas USA \n", "54 Hanover USA \n", "55 Denver USA \n", "56 Detroit USA \n", "57 Indianapolis USA \n", "58 Iowa City USA \n", "59 Los Angeles USA \n", "60 Los Angeles USA \n", "61 Milwaukee USA \n", "62 Minneapolis USA \n", "63 Newark USA \n", "64 New Haven USA \n", "65 New Orleans USA \n", "66 New York City USA \n", "67 New York City USA \n", "68 New York City USA \n", "69 Norman USA \n", "70 Oberlin USA \n", "71 Philadelphia USA \n", "72 Pittsburgh USA \n", "73 Philadelphia USA \n", "74 Providence USA \n", "75 Providence USA \n", "76 San Francisco USA \n", "77 Seattle USA \n", "78 St Louis USA \n", "79 Washington USA \n", "80 Washington USA \n", "81 Berlin Germany \n", "82 Berlin Germany \n", "83 Braunschweig Germany \n", "84 Bremen Germany \n", "85 Brunswick Germany \n", "86 Cologne Germany \n", "87 Darmstadt Germany \n", "88 Dresden Germany \n", "89 Dresden Germany \n", "90 Frankfurt am Main Germany \n", "91 Freiburg Germany \n", "92 Göttingen Germany \n", "93 Hamburg Germany \n", "94 Hamburg Germany \n", "95 Hannover Germany \n", "96 Heidelberg Germany \n", "97 Hildesheim Germany \n", "98 Leipzig Germany \n", "99 Lübeck Germany \n", "100 Mannheim Germany \n", "101 Mainz Germany \n", "102 Munich Germany \n", "103 Stuttgart Germany \n", "104 Ulm Germany \n", "105 Benin Nigeria \n", "106 Benin Nigeria \n", "107 Benin City Nigeria \n", "108 Calabar Nigeria \n", "109 Ife Nigeria \n", "110 Lagos Nigeria \n", "111 Ibadan Nigeria \n", "112 NaN Nigeria \n", "113 Dondo Angola \n", "114 Adelaide Australia \n", "115 Sydney Australia \n", "116 Vienna Austria \n", "117 Vienna Austria \n", "118 Antwerp Beligium \n", "119 Brussels Beligium \n", "120 Tervuren Beligium \n", "121 Gatineau Canada \n", "122 Montreal Canada \n", "123 Toronto Canada \n", "124 Vancouver Canada \n", "125 Copenhagen Denmark \n", "126 Aarhus Denmark \n", "127 Paris France \n", "128 Paris France \n", "129 Dublin Ireland \n", "130 Limerick Ireland \n", "131 Vatican City Italy \n", "132 Osaka Japan \n", "133 Amsterdam Netherlands \n", "134 Leiden Netherlands \n", "135 Leiden Netherlands \n", "136 Rotterdam Netherlands \n", "137 Oslo Norway \n", "138 Lisbon Portugal \n", "139 Viseu Portugal \n", "140 Moscow Russia \n", "141 Saint Petersburg Russia \n", "142 Saint Petersburg Russia \n", "143 Dakar Senegal \n", "144 Barcelona Spain \n", "145 Madrid Spain \n", "146 Gothenburg Sweden \n", "147 Stockholm Sweden \n", "148 Uppsala Sweden \n", "149 Basel Switzerland \n", "150 Bern Switzerland \n", "151 Geneva Switzerland \n", "152 Neuchatel Switzerland \n", "153 St Gallen Switzerland \n", "154 Zurich Switzerland \n", "155 Zurich Switzerland \n", "156 Abu Dhabi United Arab Emirates \n", "\n", " Address \\\n", "0 Ulster Museum, Belfast, United Kingdom \n", "1 Barber Institute University of Birmingham, Birmingham, United Kingdom \n", "2 City Museum and Art Gallery, Birmingham, United Kingdom \n", "3 Brighton Museum and Art Gallery, Brighton, United Kingdom \n", "4 Bristol City Museum, Bristol, United Kingdom \n", "5 Museum of Archaeology and Anthropology, Cambridge, United Kingdom \n", "6 Jesus College, Cambridge, United Kingdom \n", "7 Dumas-Egerton Trust, Cambridge, United Kingdom \n", "8 National Museums Scotland, Edinburgh, United Kingdom \n", "9 Myers Museum Eton College, Berkshire, United Kingdom \n", "10 Glasgow Art Gallery, Glasgow, United Kingdom \n", "11 St Mungos Museum of Religious Life, Glasgow, United Kingdom \n", "12 Bankfield Museum, Halifax, United Kingdom \n", "13 East Yorkshire Regimental Collection, Hull, United Kingdom \n", "14 Hull Museums, Hull, United Kingdom \n", "15 Ipwich Museum, Ipwich, United Kingdom \n", "16 Leeds City Museum, Leeds, United Kingdom \n", "17 Royal Armouries, Leeds, United Kingdom \n", "18 World Museums, Liverpool, United Kingdom \n", "19 Museum of Liverpool, Liverpool, United Kingdom \n", "20 British Museum, London, United Kingdom \n", "21 Horniman Museum London, London, United Kingdom \n", "22 Lambeth Palace, London, United Kingdom \n", "23 Natural History Museum, London, United Kingdom \n", "24 Royal Museums Greenwich, London, United Kingdom \n", "25 Victoria and Albert Museum, London, United Kingdom \n", "26 Wellcome Collection, London, United Kingdom \n", "27 Maidstone Museum, Kent, United Kingdom \n", "28 Manchester Museum University of Manchester, Manchester, United Kingdom \n", "29 Great North Museum, Newcastle, United Kingdom \n", "30 National Museum of the Royal Navy, Porstmouth, United Kingdom \n", "31 Cumberland House Museum, Porstmouth, United Kingdom \n", "32 Lancashire Infantry Museum Fulwood Barracks, Preston, United Kingdom \n", "33 Powell Cotton Museum, Birchington-on-Sea, United Kingdom \n", "34 Norfolk Museum, Norfolk, United Kingdom \n", "35 Sainsbury Centre University of East Anglia, Norwich, United Kingdom \n", "36 The Royal Albert Museum, Exeter, United Kingdom \n", "37 University Museums University of Aberdeen, Aberdeen, United Kingdom \n", "38 Admolean Museum University of Oxford, Oxford, United Kingdom \n", "39 The Rivers Museum University of Oxford, Oxford, United Kingdom \n", "40 City Art Gallery, Salford, United Kingdom \n", "41 World Museum National Museums Liverpool, Liverpool, United Kingdom \n", "42 Warington Museum and Art Gallery, Warington, United Kingdom \n", "43 Royal Collection, Windsor, United Kingdom \n", "44 Baltimore Museum of Art, Baltimore, USA \n", "45 Roche A Hearst Museum of Anthropology University of California, Berkeley, USA \n", "46 Museum of Fine Arts, Boston, USA \n", "47 Albright Knox Art Gallery, Buffalo, USA \n", "48 Buffalo Museum of Science, Buffalo, USA \n", "49 Peabody Museum, Harvard University, Cambridge, USA \n", "50 Art Institute of Chicago, Chicago, USA \n", "51 Field Museum of Natural History, Chicago, USA \n", "52 Cleveland Art Museum, Cleveland, USA \n", "53 Dallas Art Museum, Dallas, USA \n", "54 Hood Museum of Art, Dartmouth College, Hanover, USA \n", "55 Denver Art Museum, Denver, USA \n", "56 Detroit Institute of Arts, Detroit, USA \n", "57 Indianapolis Museum of Art, Indianapolis, USA \n", "58 University of Iowa, Iowa City, USA \n", "59 Los Angeles County Museum of Art, Los Angeles, USA \n", "60 Fowler Museum, University of California, Los Angeles, USA \n", "61 Milwaukee Public Museum, Milwaukee, USA \n", "62 Minneapolis Institute of Arts, Minneapolis, USA \n", "63 Newark Museum, Newark, USA \n", "64 Yale University Art Gallery, New Haven, USA \n", "65 New Orleans Museum of Art, New Orleans, USA \n", "66 American Museum of Natural History, New York City, USA \n", "67 Brooklyn Museum, New York City, USA \n", "68 The Metropolitan Museum of Art, New York City, USA \n", "69 Stovall Museum, Norman, USA \n", "70 Allen Memorial Art Museum, Oberlin, USA \n", "71 Philadelphia Museum of Art, Philadelphia, USA \n", "72 Carnegie Institute, Pittsburgh, USA \n", "73 University of Pennsylvania Museum of Archaeology and Anthropology, Philadelphia, USA \n", "74 Museum of Art, Rhode Island School of Design, Providence, USA \n", "75 Haffenreffer Museum of Antrhopology, Providence, USA \n", "76 de Young Museum, San Francisco, USA \n", "77 Seattle Art Museum, Seattle, USA \n", "78 City Art Museum, St Louis, USA \n", "79 Hirschhorn Museum of Sculpture Garden, Washington, USA \n", "80 National Museum of African Art, Smithsonian Institution, Washington, USA \n", "81 Ethnologisches Museum Berlin, Berlin, Germany \n", "82 Bode-Museum, Berlin, Germany \n", "83 Stadtisches Museum, Braunschweig, Germany \n", "84 Ubersee-Museum, Bremen, Germany \n", "85 Stadtisches Museum, Brunswick, Germany \n", "86 Rautenstrauch-Joest Museum, Cologne, Germany \n", "87 Hessiches Landesmuseum, Darmstadt, Germany \n", "88 Dresden Museum fur Volkerunde University of Gottingen, Dresden, Germany \n", "89 Staatliche Museum fur Volkerkunde, Dresden, Germany \n", "90 Museum der Weltkulturen, Frankfurt am Main, Germany \n", "91 Museum Natur und Mensch, Freiburg, Germany \n", "92 Intitut fur Volkerkunde University of Gottingen, Göttingen, Germany \n", "93 MKG Museum fur Kunst und Gewerbe, Hamburg, Germany \n", "94 MARKK Museum am Rothenbaum Kulturen und Kunste der Welt, Hamburg, Germany \n", "95 Niedersachisisches Landesmuseum, Hannover, Germany \n", "96 Volkerkundesammlung der J und E von Portheim Stiftung, Heidelberg, Germany \n", "97 Roemer-Pelizaeus-Museum, Hildesheim, Germany \n", "98 Grassi Volkerkundemuseum, Leipzig, Germany \n", "99 Volkerkundesammlung, Lübeck, Germany \n", "100 Reiss Englehorn Museum, Mannheim, Germany \n", "101 Johannes Gutenberg University, Mainz, Germany \n", "102 Musuem Funf Kontinente, Munich, Germany \n", "103 Linden Museum, Stuttgart, Germany \n", "104 Museum der Stadt Ulm, Ulm, Germany \n", "105 Royal Court of Benin, Benin, Nigeria \n", "106 Collection of the High Priest Osemwegie Ebohon, Benin, Nigeria \n", "107 National Museum, Benin City, Nigeria \n", "108 National Museum Calabar, Calabar, Nigeria \n", "109 National Museum, Ife, Nigeria \n", "110 National Museum, Lagos, Nigeria \n", "111 Ibadan University, Ibadan, Nigeria \n", "112 NaN \n", "113 Museo do Dondo, Dondo, Angola \n", "114 South Australian Museum, Adelaide, Australia \n", "115 Australian Museum, Sydney, Australia \n", "116 Welmuseum, Vienna, Austria \n", "117 Oesterreichische Akademie der Wissenschaften, Vienna, Austria \n", "118 Etnografisch Museum, Antwerp, Beligium \n", "119 Musées royaux d'art et d'histoire, Brussels, Beligium \n", "120 Royal Africa Museum, Tervuren, Beligium \n", "121 Musee canadien de l'histoire, Gatineau, Canada \n", "122 Musee des beaux-arts, Montreal, Canada \n", "123 Royal Ontario Museum, Toronto, Canada \n", "124 Museum of Anthropology at the University of British Columbia, Vancouver, Canada \n", "125 National Museum, Copenhagen, Denmark \n", "126 Moesgaard Museum, Aarhus, Denmark \n", "127 Musee du quai Branly, Paris, France \n", "128 Cluny Museum, Paris, France \n", "129 National Museum of Ireland, Dublin, Ireland \n", "130 Hunt Museum, Limerick, Ireland \n", "131 Vatican Museums, Vatican City, Italy \n", "132 National Museum of Ethnology, Osaka, Japan \n", "133 Tropenmuseum, Amsterdam, Netherlands \n", "134 Rijksmuseum van Oudheden, Leiden, Netherlands \n", "135 Museum Volkenkunde, Leiden, Netherlands \n", "136 Museum voor Land en Volkenkunde, Rotterdam, Netherlands \n", "137 Ethnographic Museum, Oslo, Norway \n", "138 Sociedade de Geografia, Lisbon, Portugal \n", "139 Museo de Grao Vasco, Viseu, Portugal \n", "140 Anthropological Museum of Moscow State University, Moscow, Russia \n", "141 Kunstkamera Museum of Ethnology and Anthropology, Saint Petersburg, Russia \n", "142 Russian Museum of Ehtnography, Saint Petersburg, Russia \n", "143 Musee des civilisations noires, Dakar, Senegal \n", "144 Museum de Cultures del Mon, Barcelona, Spain \n", "145 Seminario de Historia Primitiva del Hombre, Madrid, Spain \n", "146 Varldskultur Museum, Gothenburg, Sweden \n", "147 Varldskultur Museum, Stockholm, Sweden \n", "148 Uppsala University, Uppsala, Sweden \n", "149 Museum fur Volkenkunde, Basel, Switzerland \n", "150 Bernisches Historisches Museum, Bern, Switzerland \n", "151 Musee d'Ethnographie, Geneva, Switzerland \n", "152 Musee d'Ethnographie, Neuchatel, Switzerland \n", "153 Sammlungen fur Volkerkunde, St Gallen, Switzerland \n", "154 Museum Rietberg, Zurich, Switzerland \n", "155 Volkerkundemuseum, Zurich, Switzerland \n", "156 Louvre, Abu Dhabi, United Arab Emirates \n", "\n", " Coordinates \\\n", "0 (Ulster Museum, Stranmillis Road, Queen's Quarter, Belfast, County Antrim, Northern Ireland, BT9 5AB, United Kingdom, (54.58228485, -5.935325683757221)) \n", "1 None \n", "2 None \n", "3 (Brighton Museum & Art Gallery, Church Street, Round Hill, Brighton, Brighton and Hove, South East England, England, BN1 1UB, United Kingdom, (50.823454749999996, -0.13803227795095502)) \n", "4 None \n", "5 (Museum of Archaeology and Anthropology, Downing Street, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB2 3DZ, United Kingdom, (52.202799, 0.1209726)) \n", "6 (Jesus College, Victoria Avenue, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB1 1LB, United Kingdom, (52.2084959, 0.1270643)) \n", "7 None \n", "8 (National War Museum, King's Stables Road, Old Town, City of Edinburgh, Scotland, EH1 2JY, United Kingdom, (55.94885295, -3.2019126171556156)) \n", "9 None \n", "10 (Hunterian Art Gallery, Hillhead Street, Yorkhill, Hillhead, Glasgow, Glasgow City, Scotland, G12 8QF, United Kingdom, (55.8730964, -4.2887702)) \n", "11 None \n", "12 None \n", "13 None \n", "14 (Hands on History Museum, South Church Side, Old Town, Hull, Kingston upon Hull, Yorkshire and the Humber, England, HU1 1RR, United Kingdom, (53.74154245, -0.33549222175794247)) \n", "15 None \n", "16 (Leeds City Museum, Millennium Square, Arena Quarter, Woodhouse, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS2 8BH, United Kingdom, (53.80158325, -1.5468995820159708)) \n", "17 (Royal Armouries, Armouries Drive, Steander, Richmond Hill, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS10 1LG, United Kingdom, (53.79183725, -1.5322648752506947)) \n", "18 (World Museum Liverpool, William Brown Street, Ropewalks, Liverpool, North West England, England, L3 8EN, United Kingdom, (53.4098342, -2.9818017)) \n", "19 (Museum of Liverpool, A5045, Ropewalks, Liverpool, North West England, England, L3 1AF, United Kingdom, (53.40295905, -2.9956045675940217)) \n", "20 (British Museum, Great Russell Street, St Giles, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1B 3DG, United Kingdom, (51.51929365, -0.12801772178494725)) \n", "21 (Horniman Museum, 100, London Road, Forest Hill, London Borough of Lewisham, London, Greater London, England, SE23 3PQ, United Kingdom, (51.4410175, -0.06099898407573359)) \n", "22 (Lambeth Palace, Lambeth Palace Road, Lambeth, London Borough of Lambeth, London, Greater London, England, SE1 7JU, United Kingdom, (51.495558349999996, -0.12007657137516138)) \n", "23 (Natural History Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 5BD, United Kingdom, (51.496510900000004, -0.17600190725447445)) \n", "24 (Royal Observatory Greenwich, Blackheath Avenue, East Greenwich, Royal Borough of Greenwich, London, Greater London, England, SE10 8XJ, United Kingdom, (51.47736225, -0.000845336047094045)) \n", "25 (Victoria and Albert Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2RL, United Kingdom, (51.496883800000006, -0.17163721656927572)) \n", "26 (Wellcome Collection, 183, Euston Road, St Pancras, London Borough of Camden, London, Greater London, England, NW1 2BE, United Kingdom, (51.5259739, -0.1340195)) \n", "27 (Maidstone Museum, St Faith's Street, Ringlestone, Penenden Heath, Maidstone, Kent, South East England, England, ME14 1QE, United Kingdom, (51.27604384999999, 0.5206764024369502)) \n", "28 (The Manchester Museum, Oxford Road, Chorlton-on-Medlock, Manchester, Greater Manchester, North West England, England, M13 9NS, United Kingdom, (53.4664071, -2.2342428)) \n", "29 None \n", "30 None \n", "31 None \n", "32 None \n", "33 (Powell-Cotton Museum, Silver Avenue, Birchington, Thanet, Kent, South East England, England, CT7 0BH, United Kingdom, (51.366787349999996, 1.3144282498248845)) \n", "34 (Mid-Norfolk Railway Museum Room, Station Road, Toftwood, Dereham, Breckland, Norfolk, East of England, England, NR19 1DF, United Kingdom, (52.6790732, 0.9475488)) \n", "35 None \n", "36 None \n", "37 None \n", "38 None \n", "39 None \n", "40 None \n", "41 None \n", "42 None \n", "43 None \n", "44 (Baltimore Museum of Art, 10, Art Museum Drive, Charles Village, Baltimore, Maryland, 21218, United States, (39.3258441, -76.61943986693746)) \n", "45 None \n", "46 (Museum of Fine Arts, 465, Huntington Avenue, South End, Boston, Suffolk County, Massachusetts, 02120, United States, (42.3394576, -71.09389640108918)) \n", "47 (Albright-Knox Art Gallery, 1285, Elmwood Avenue, Buffalo, Erie County, New York, 14222, United States, (42.9321293, -78.87568390024248)) \n", "48 (Buffalo Museum of Science, 1, Humboldt Parkway South, Buffalo, Erie County, New York, 14211, United States, (42.906103, -78.84339883938105)) \n", "49 None \n", "50 (The Art Institute of Chicago, 111, South Michigan Avenue, Printer's Row, Loop, Chicago, Cook County, Illinois, 60603, United States, (41.8796009, -87.62308280420407)) \n", "51 (Field Museum, 1400, South Lake Shore Drive, South Loop, Near South Side, Chicago, Cook County, Illinois, 60605, United States, (41.866206649999995, -87.61689086904326)) \n", "52 (Cleveland Museum of Art, 11150, East Boulevard, Magnolia-Wade Park Historic District, University Circle, Cleveland, Cuyahoga County, Ohio, 44114, United States, (41.5090438, -81.61173672190631)) \n", "53 (Dallas Museum of Art, 1717, North Harwood Street, Klyde Warren Park-Arts District PID, Dallas, Dallas County, Texas, 75201, United States, (32.78783105, -96.80133687980364)) \n", "54 None \n", "55 (Denver Art Museum, 100, West 14th Avenue Parkway, Golden Triangle, Denver, Denver County, Colorado, 80204, United States, (39.73737534999999, -104.98968345297921)) \n", "56 (Detroit Institute of Arts, 5200, Woodward Avenue, Midtown, Detroit, Wayne County, Michigan, 48202, United States, (42.3595105, -83.06452586249985)) \n", "57 (Indianapolis Museum of Art, 4000, Michigan Road, Woodstock, Shooters Hill, Indianapolis, Marion, Indiana, 46208, United States, (39.82596175, -86.18583890576329)) \n", "58 (The University of Iowa, Hawks Ridge Road, Ruppert Hills, Iowa City, Johnson County, Iowa, 52246, United States, (41.66586935, -91.57334352186675)) \n", "59 (Los Angeles County Museum of Art, Smidt Welcome Plaza, Mid-Wilshire, Los Angeles, Los Angeles County, California, United States, (34.063736199999994, -118.35890315746158)) \n", "60 None \n", "61 (Milwaukee Public Museum, 800, West Wells Street, Westown, Milwaukee, Milwaukee County, Wisconsin, 53233, United States, (43.0407156, -87.92133880435958)) \n", "62 (Minneapolis Institute of Art, 2400, 3rd Avenue South, Whittier, Phillips, Minneapolis, Hennepin County, Minnesota, 55404, United States, (44.95859455, -93.27415255541163)) \n", "63 (Newark Museum, 49, Washington Street, Newark, Essex County, New Jersey, 07102, United States, (40.74317585, -74.17177195259168)) \n", "64 (Yale University Art Gallery, 1111, Chapel Street, Downtown, New Haven, New Haven County, Connecticut, 06515, United States, (41.3084354, -72.93087953034963)) \n", "65 (New Orleans Museum of Art, 1, Collins Diboll Circle, New Orleans, Orleans Parish, Louisiana, 70119:70124, United States, (29.98643375, -90.0934342643155)) \n", "66 (American Museum of Natural History, 180, Central Park West, Upper West Side, Manhattan, New York County, New York, 10024, United States, (40.78109345, -73.97425100147501)) \n", "67 (Brooklyn Museum, 200, Eastern Parkway, Prospect Heights, Brooklyn, Kings County, New York, 11238, United States, (40.6709108, -73.96331573047141)) \n", "68 (The Metropolitan Museum of Art, 1000, 5th Avenue, Manhattan Community Board 8, Manhattan, New York County, New York, 10035, United States, (40.7794396, -73.96338248033601)) \n", "69 None \n", "70 None \n", "71 (Philadelphia Museum of Art, 2600, Benjamin Franklin Parkway, Spring Garden, Philadelphia, Philadelphia County, Pennsylvania, 19130, United States, (39.965563849999995, -75.18151277315162)) \n", "72 (Carnegie Museum of Natural History, 4400, Forbes Avenue, North Oakland, Pittsburgh, Allegheny County, Pennsylvania, 15213, United States, (40.4430084, -79.94991581649228)) \n", "73 (Penn Museum, 3260, South Street, University City, Philadelphia, Philadelphia County, Pennsylvania, 19104, United States, (39.9492859, -75.19203027383026)) \n", "74 None \n", "75 None \n", "76 (De Young Museum, 50, Hagiwara Tea Garden Drive, San Francisco, San Francisco City and County, San Francisco, California, 94118, United States, (37.77148045, -122.46912751367088)) \n", "77 (Seattle Art Museum, 1300, 1st Avenue, Pike Place Market Area, Belltown, Seattle, King County, Washington, 98101, United States, (47.6077008, -122.3385575)) \n", "78 None \n", "79 None \n", "80 None \n", "81 (Ethnologisches Museum, Im Winkel, Dahlem, Steglitz-Zehlendorf, Berlin, 14195, Deutschland, (52.4606001, 13.2929563)) \n", "82 (Bode-Museum, 1-3, Am Kupfergraben, Spandauer Vorstadt, Mitte, Berlin, 10117, Deutschland, (52.5216541, 13.394999067769014)) \n", "83 (Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665)) \n", "84 (Übersee, 13, Bahnhofsplatz, Bahnhofsvorstadt, Mitte, Stadtbezirk Bremen-Mitte, Bremen, 28195, Deutschland, (53.083186, 8.8113495)) \n", "85 (Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665)) \n", "86 (Rautenstrauch-Joest-Museum, 10, Leonhard-Tietz-Straße, Cäcilienviertel, Altstadt-Süd, Innenstadt, Köln, Nordrhein-Westfalen, 50676, Deutschland, (50.9345248, 6.9503589)) \n", "87 None \n", "88 None \n", "89 None \n", "90 (Weltkulturen Museum, Schaumainkai, Sachsenhausen, Sachsenhausen Nord, Süd, Frankfurt am Main, Hessen, 60594, Deutschland, (50.1057385, 8.6793625)) \n", "91 (Museum Natur und Mensch, 32, Gerberau, Altstadt-Mitte, Altstadt, Freiburg im Breisgau, Baden-Württemberg, 79098, Deutschland, (47.99333025, 7.851602419074744)) \n", "92 None \n", "93 None \n", "94 None \n", "95 None \n", "96 None \n", "97 (Roemer- und Pelizaeus-Museum, 1-2, Am Steine, Michaelisviertel, Altstadt, Stadtmitte/Neustadt, Hildesheim, Landkreis Hildesheim, Niedersachsen, 31134, Deutschland, (52.1493268, 9.9441505)) \n", "98 None \n", "99 None \n", "100 None \n", "101 None \n", "102 None \n", "103 (Linden-Museum, 1, Hegelplatz, Universität, Stuttgart-Mitte, Stuttgart, Baden-Württemberg, 70174, Deutschland, (48.782761699999995, 9.170060313222383)) \n", "104 (Friedrichsau, Wielandstraße, Safranberg, Oststadt, Ulm, Baden-Württemberg, 89073, Deutschland, (48.4062707, 10.009062876040339)) \n", "105 (Royal Close, Benin City, Oredo, Edo, 11012, Nigeria, (6.3338336, 5.6171814)) \n", "106 None \n", "107 (Benin City National Museum, A2, Benin City, Oredo, Edo, Nigeria, (6.33291815, 5.622241034660403)) \n", "108 (Slave History Museum, Garden St, Calabar, Calabar Municipal, Cross River, 540221, Nigeria, (4.9662925, 8.3184591)) \n", "109 (Museum of Natural History, PG close, Ife, Ife Central, Osun, Nigeria, (7.5165138, 4.528421987761998)) \n", "110 (National Museum, Military Street, Lagos, Lagos Island, Lagos, 2476, Nigeria, (6.4443934, 3.403606986618445)) \n", "111 (University of Ibadan, Ibadan North, Oyo, 200284, Nigeria, (7.4477245, 3.8967116)) \n", "112 (Nanno, Ville d'Anaunia, Comunità della Val di Non, Provincia di Trento, Trentino-Alto Adige/Südtirol, 38012, Italia, (46.3144754, 11.0480288)) \n", "113 None \n", "114 (South Australian Museum, North Terrace, Adelaide, Adelaide City Council, South Australia, 5000, Australia, (-34.9207272, 138.60356284898404)) \n", "115 (Australian Museum, Cross City Tunnel, Darlinghurst, Sydney, Council of the City of Sydney, New South Wales, 2010, Australia, (-33.87434915, 151.2132563777954)) \n", "116 None \n", "117 (Österreichische Akademie der Wissenschaften, 3, Vordere Zollamtsstraße, Weißgerber, KG Landstraße, Landstraße, Wien, 1030, Österreich, (48.20963655, 16.38512328404719)) \n", "118 None \n", "119 None \n", "120 None \n", "121 (Musée Canadien de l'histoire, 100, Rue Laurier, Hull, Gatineau, Gatineau (ville), Outaouais, Québec, J8X 3V7, Canada, (45.4291322, -75.70903364994336)) \n", "122 (Musée des Beaux-Arts de Montréal, Rue Sherbrooke Ouest, René-Lévesque, Ville-Marie, Montréal, Agglomération de Montréal, Montréal (06), Québec, H3G 2E8, Canada, (45.4986994, -73.5793984)) \n", "123 (Royal Ontario Museum, 100, Queen's Park, Bloor Street Culture Corridor, University—Rosedale, Old Toronto, Toronto, Golden Horseshoe, Ontario, M5S 2C6, Canada, (43.66766165, -79.39469797351879)) \n", "124 (Museum of Anthropology, 6393, Northwest Marine Drive, University of British Columbia, Electoral Area A, British Columbia, V6T 1Z2, Canada, (49.26946905, -123.25941449774265)) \n", "125 (Statens Museum for Kunst, Sølvgade, Nyboder, Frederiksstaden, København, Københavns Kommune, Region Hovedstaden, 1307, Danmark, (55.68873175, 12.578360717013345)) \n", "126 (Moesgaard Museum, Moesgård Allé, Aarhus, Aarhus Kommune, Region Midtjylland, 8330, Danmark, (56.088673400000005, 10.223552493535763)) \n", "127 (Musée du quai Branly - Jacques Chirac, 37, Quai Branly, Quartier de Grenelle, Paris 15e Arrondissement, Paris, Île-de-France, France métropolitaine, 75007, France, (48.8609943, 2.297969635195826)) \n", "128 (Cluny-La Sorbonne, Boulevard Saint-Germain, Quartier de la Sorbonne, Paris 5e Arrondissement, Paris, Île-de-France, France métropolitaine, 75005, France, (48.8511281, 2.3442177)) \n", "129 None \n", "130 (Hunt Museum, Rutland Street, Limerick City, The Metropolitan District of Limerick City, County Limerick, Munster, V94 D896, Éire / Ireland, (52.66634905, -8.624416488734003)) \n", "131 None \n", "132 None \n", "133 (Tropenmuseum, 2, Linnaeusstraat, Oost, Amsterdam, Noord-Holland, Nederland, 1092CK, Nederland, (52.3627683, 4.922683)) \n", "134 (Rijksmuseum van Oudheden, 28, Rapenburg, Academiewijk, Leiden, Zuid-Holland, Nederland, 2311EW, Nederland, (52.1584403, 4.4856243)) \n", "135 (Museum Volkenkunde, 1, Steenstraat, Oude Morsch, Leiden, Zuid-Holland, Nederland, 2312BS, Nederland, (52.16312245, 4.482514662023505)) \n", "136 None \n", "137 None \n", "138 (Museu da Sociedade de Geografia de Lisboa, 100, Rua das Portas de Santo Antão, Santa Justa, Mouraria, Santa Maria Maior, Lisboa, Grande Lisboa, Área Metropolitana de Lisboa, 1150-269, Portugal, (38.7162531, -9.1397928)) \n", "139 None \n", "140 None \n", "141 None \n", "142 None \n", "143 (Musée des Civilisations Noires, Boulevard du Centenaire de la Commune de Dakar, Gibraltar, Dakar, 25, Sénégal, (14.67742145, -17.4350384057443)) \n", "144 None \n", "145 None \n", "146 None \n", "147 None \n", "148 None \n", "149 None \n", "150 (Bernisches Historisches Museum, Bernastrasse, Dalmazi, Kirchenfeld, Stadtteil IV, Bern, Verwaltungskreis Bern-Mittelland, Verwaltungsregion Bern-Mittelland, Bern/Berne, 3005, Schweiz/Suisse/Svizzera/Svizra, (46.94296765, 7.448869649798398)) \n", "151 (Musée d'ethnographie, Rue des Bains, Jonction, Genève, Grand Genève, Genève, 1200, Schweiz/Suisse/Svizzera/Svizra, (46.1978397, 6.136641736594668)) \n", "152 (Musée d'ethnographie, Chemin du Petit-Pontarlier, Neuchâtel, 2004, Schweiz/Suisse/Svizzera/Svizra, (46.9908948, 6.9208271)) \n", "153 None \n", "154 (Museum Rietberg, 15, Gablerstrasse, Enge, Kreis 2, Zürich, Bezirk Zürich, Zürich, 8002, Schweiz/Suisse/Svizzera/Svizra, (47.3589183, 8.5297352)) \n", "155 (Völkerkundemuseum der Universität Zürich, 40, Pelikanstrasse, City, Altstadt, Zürich, Bezirk Zürich, Zürich, 8001, Schweiz/Suisse/Svizzera/Svizra, (47.3708304, 8.534330589256099)) \n", "156 (Louvre Abu Dhabi, Louvre Delivery Access, منطقة الثقافة, أبوظبي, أبو ظبي, 107032, الإمارات العربية المتحدة, (24.53371645, 54.39844848473929)) \n", "\n", " Latitude Longitude \n", "0 54.582285 -5.935326 \n", "1 NaN NaN \n", "2 NaN NaN \n", "3 50.823455 -0.138032 \n", "4 NaN NaN \n", "5 52.202799 0.120973 \n", "6 52.208496 0.127064 \n", "7 NaN NaN \n", "8 55.948853 -3.201913 \n", "9 NaN NaN \n", "10 55.873096 -4.288770 \n", "11 NaN NaN \n", "12 NaN NaN \n", "13 NaN NaN \n", "14 53.741542 -0.335492 \n", "15 NaN NaN \n", "16 53.801583 -1.546900 \n", "17 53.791837 -1.532265 \n", "18 53.409834 -2.981802 \n", "19 53.402959 -2.995605 \n", "20 51.519294 -0.128018 \n", "21 51.441018 -0.060999 \n", "22 51.495558 -0.120077 \n", "23 51.496511 -0.176002 \n", "24 51.477362 -0.000845 \n", "25 51.496884 -0.171637 \n", "26 51.525974 -0.134020 \n", "27 51.276044 0.520676 \n", "28 53.466407 -2.234243 \n", "29 NaN NaN \n", "30 NaN NaN \n", "31 NaN NaN \n", "32 NaN NaN \n", "33 51.366787 1.314428 \n", "34 52.679073 0.947549 \n", "35 NaN NaN \n", "36 NaN NaN \n", "37 NaN NaN \n", "38 NaN NaN \n", "39 NaN NaN \n", "40 NaN NaN \n", "41 NaN NaN \n", "42 NaN NaN \n", "43 NaN NaN \n", "44 39.325844 -76.619440 \n", "45 NaN NaN \n", "46 42.339458 -71.093896 \n", "47 42.932129 -78.875684 \n", "48 42.906103 -78.843399 \n", "49 NaN NaN \n", "50 41.879601 -87.623083 \n", "51 41.866207 -87.616891 \n", "52 41.509044 -81.611737 \n", "53 32.787831 -96.801337 \n", "54 NaN NaN \n", "55 39.737375 -104.989683 \n", "56 42.359510 -83.064526 \n", "57 39.825962 -86.185839 \n", "58 41.665869 -91.573344 \n", "59 34.063736 -118.358903 \n", "60 NaN NaN \n", "61 43.040716 -87.921339 \n", "62 44.958595 -93.274153 \n", "63 40.743176 -74.171772 \n", "64 41.308435 -72.930880 \n", "65 29.986434 -90.093434 \n", "66 40.781093 -73.974251 \n", "67 40.670911 -73.963316 \n", "68 40.779440 -73.963382 \n", "69 NaN NaN \n", "70 NaN NaN \n", "71 39.965564 -75.181513 \n", "72 40.443008 -79.949916 \n", "73 39.949286 -75.192030 \n", "74 NaN NaN \n", "75 NaN NaN \n", "76 37.771480 -122.469128 \n", "77 47.607701 -122.338557 \n", "78 NaN NaN \n", "79 NaN NaN \n", "80 NaN NaN \n", "81 52.460600 13.292956 \n", "82 52.521654 13.394999 \n", "83 52.261337 10.531843 \n", "84 53.083186 8.811350 \n", "85 52.261337 10.531843 \n", "86 50.934525 6.950359 \n", "87 NaN NaN \n", "88 NaN NaN \n", "89 NaN NaN \n", "90 50.105739 8.679362 \n", "91 47.993330 7.851602 \n", "92 NaN NaN \n", "93 NaN NaN \n", "94 NaN NaN \n", "95 NaN NaN \n", "96 NaN NaN \n", "97 52.149327 9.944150 \n", "98 NaN NaN \n", "99 NaN NaN \n", "100 NaN NaN \n", "101 NaN NaN \n", "102 NaN NaN \n", "103 48.782762 9.170060 \n", "104 48.406271 10.009063 \n", "105 6.333834 5.617181 \n", "106 NaN NaN \n", "107 6.332918 5.622241 \n", "108 4.966292 8.318459 \n", "109 7.516514 4.528422 \n", "110 6.444393 3.403607 \n", "111 7.447724 3.896712 \n", "112 46.314475 11.048029 \n", "113 NaN NaN \n", "114 -34.920727 138.603563 \n", "115 -33.874349 151.213256 \n", "116 NaN NaN \n", "117 48.209637 16.385123 \n", "118 NaN NaN \n", "119 NaN NaN \n", "120 NaN NaN \n", "121 45.429132 -75.709034 \n", "122 45.498699 -73.579398 \n", "123 43.667662 -79.394698 \n", "124 49.269469 -123.259414 \n", "125 55.688732 12.578361 \n", "126 56.088673 10.223552 \n", "127 48.860994 2.297970 \n", "128 48.851128 2.344218 \n", "129 NaN NaN \n", "130 52.666349 -8.624416 \n", "131 NaN NaN \n", "132 NaN NaN \n", "133 52.362768 4.922683 \n", "134 52.158440 4.485624 \n", "135 52.163122 4.482515 \n", "136 NaN NaN \n", "137 NaN NaN \n", "138 38.716253 -9.139793 \n", "139 NaN NaN \n", "140 NaN NaN \n", "141 NaN NaN \n", "142 NaN NaN \n", "143 14.677421 -17.435038 \n", "144 NaN NaN \n", "145 NaN NaN \n", "146 NaN NaN \n", "147 NaN NaN \n", "148 NaN NaN \n", "149 NaN NaN \n", "150 46.942968 7.448870 \n", "151 46.197840 6.136642 \n", "152 46.990895 6.920827 \n", "153 NaN NaN \n", "154 47.358918 8.529735 \n", "155 47.370830 8.534331 \n", "156 24.533716 54.398448 " ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df1" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "itYXsSOQLIq9", "outputId": "478c12ee-a3fb-4926-8631-f94d4da68ef1" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting folium\n", " Using cached https://files.pythonhosted.org/packages/c3/83/e8cb37afc2f016a1cf4caab8d22caf7fe4156c4c15230d8abc9c83547e0c/folium-0.12.1-py2.py3-none-any.whl\n", "Requirement already satisfied: numpy in /opt/anaconda3/lib/python3.7/site-packages (from folium) (1.17.2)\n", "Collecting branca>=0.3.0 (from folium)\n", " Using cached https://files.pythonhosted.org/packages/61/1f/570b0615c452265d57e4114e633231d6cd9b9d275256778a675681e4f711/branca-0.4.2-py3-none-any.whl\n", "Requirement already satisfied: jinja2>=2.9 in /opt/anaconda3/lib/python3.7/site-packages (from folium) (2.10.3)\n", "Requirement already satisfied: requests in /opt/anaconda3/lib/python3.7/site-packages (from folium) (2.22.0)\n", "Requirement already satisfied: MarkupSafe>=0.23 in /opt/anaconda3/lib/python3.7/site-packages (from jinja2>=2.9->folium) (1.1.1)\n", "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /opt/anaconda3/lib/python3.7/site-packages (from requests->folium) (1.24.2)\n", "Requirement already satisfied: idna<2.9,>=2.5 in /opt/anaconda3/lib/python3.7/site-packages (from requests->folium) (2.8)\n", "Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /opt/anaconda3/lib/python3.7/site-packages (from requests->folium) (3.0.4)\n", "Requirement already satisfied: certifi>=2017.4.17 in /opt/anaconda3/lib/python3.7/site-packages (from requests->folium) (2019.9.11)\n", "Installing collected packages: branca, folium\n", "Successfully installed branca-0.4.2 folium-0.12.1\n" ] } ], "source": [ "!pip install folium" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "id": "1NbOj3kbLM58" }, "outputs": [], "source": [ "import folium" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 685 }, "id": "vdE0PbmqLQS2", "outputId": "360bd75c-a32a-48b0-af74-76ac0e181dcb" }, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "beninbronze_map = folium.Map(location=[6.3350, 5.6037], zoom_start=7)\n", "beninbronze_map" ] }, { "cell_type": "markdown", "metadata": { "id": "nm91JpHTben2" }, "source": [ "I want Benin City to be the centre of this map, a rough point of origin. The Kingdom of Benin existed in modern day Nigeria, and it's where the looted bronzes belong. Only *nine* locations in Nigeria have collections of the bronzes, as opposed to the 152 others all over Europe, America, Canada, Russia, and Japan. Nigeria needs to be the centre of the conversation of the looted bronzes and repatriation, and so it is the centre of the map being created. " ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "id": "vNGSAsH-LVu_" }, "outputs": [], "source": [ "def create_map_markers(row, beninbronze_map):\n", " folium.Marker(location=[row['lat'], row['lon']], popup=row['place']).add_to(beninbronze_map)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "XPNFkIbxLZU0", "outputId": "ac5f8565-e590-468e-ee96-9f36bfa42f0e" }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "folium.Marker(location=[6.3350, 5.6037], popup=\"Send the bronzes home\").add_to(beninbronze_map)" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 685 }, "id": "W6BUVjYwLc1c", "outputId": "e84646b5-76a4-4e42-9e08-bc24a2c44436" }, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "beninbronze_map" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "id": "WY4ee4ATLjrK" }, "outputs": [], "source": [ "def create_map_markers(row, beninbronze_map):\n", " folium.Marker(location=[row['Latitude'], row['Longitude']], popup=row['Place']).add_to(beninbronze_map)" ] }, { "cell_type": "markdown", "metadata": { "id": "WCiRlHNOcfkr" }, "source": [ "Many of the data entries came up as \"NaN\" when the code was trying to find their latitude and longitude. It's an invalid entry and needs to be dropped in order for the map markers to function. This is very important to note: out of the 156 data entries, only 86 were plotted on the map. The missing coordinates need to be added to the dataframe, but that's a bit beyond the scope of this project. I invite anyone with the time to complete the map markers using the code examples above. " ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "id": "DxVq8332Lnra" }, "outputs": [], "source": [ "df1.dropna(subset = [\"Latitude\"], inplace=True)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "id": "7XvZjbt9Ln0q" }, "outputs": [], "source": [ "df1.dropna(subset = [\"Longitude\"], inplace=True)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "id": "D6kZ18pDLt-n" }, "outputs": [], "source": [ "nan_value = float(\"NaN\")\n", "df1.replace(\"\",nan_value, inplace=True)\n", "df1.dropna(subset = [\"Latitude\"], inplace=True)\n", "df1.dropna(subset = [\"Longitude\"], inplace=True)" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "c-RFBh0fL0l_", "outputId": "96e89c9e-0e69-4db7-831f-6a4e2bc37436" }, "outputs": [ { "data": { "text/html": [ "
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PlaceCityCountryAddressCoordinatesLatitudeLongitude
0Ulster MuseumBelfastUnited KingdomUlster Museum, Belfast, United Kingdom(Ulster Museum, Stranmillis Road, Queen's Quarter, Belfast, County Antrim, Northern Ireland, BT9 5AB, United Kingdom, (54.58228485, -5.935325683757221))54.582285-5.935326
3Brighton Museum and Art GalleryBrightonUnited KingdomBrighton Museum and Art Gallery, Brighton, United Kingdom(Brighton Museum & Art Gallery, Church Street, Round Hill, Brighton, Brighton and Hove, South East England, England, BN1 1UB, United Kingdom, (50.823454749999996, -0.13803227795095502))50.823455-0.138032
5Museum of Archaeology and AnthropologyCambridgeUnited KingdomMuseum of Archaeology and Anthropology, Cambridge, United Kingdom(Museum of Archaeology and Anthropology, Downing Street, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB2 3DZ, United Kingdom, (52.202799, 0.1209726))52.2027990.120973
6Jesus CollegeCambridgeUnited KingdomJesus College, Cambridge, United Kingdom(Jesus College, Victoria Avenue, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB1 1LB, United Kingdom, (52.2084959, 0.1270643))52.2084960.127064
8National Museums ScotlandEdinburghUnited KingdomNational Museums Scotland, Edinburgh, United Kingdom(National War Museum, King's Stables Road, Old Town, City of Edinburgh, Scotland, EH1 2JY, United Kingdom, (55.94885295, -3.2019126171556156))55.948853-3.201913
10Glasgow Art GalleryGlasgowUnited KingdomGlasgow Art Gallery, Glasgow, United Kingdom(Hunterian Art Gallery, Hillhead Street, Yorkhill, Hillhead, Glasgow, Glasgow City, Scotland, G12 8QF, United Kingdom, (55.8730964, -4.2887702))55.873096-4.288770
14Hull MuseumsHullUnited KingdomHull Museums, Hull, United Kingdom(Hands on History Museum, South Church Side, Old Town, Hull, Kingston upon Hull, Yorkshire and the Humber, England, HU1 1RR, United Kingdom, (53.74154245, -0.33549222175794247))53.741542-0.335492
16Leeds City MuseumLeedsUnited KingdomLeeds City Museum, Leeds, United Kingdom(Leeds City Museum, Millennium Square, Arena Quarter, Woodhouse, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS2 8BH, United Kingdom, (53.80158325, -1.5468995820159708))53.801583-1.546900
17Royal ArmouriesLeedsUnited KingdomRoyal Armouries, Leeds, United Kingdom(Royal Armouries, Armouries Drive, Steander, Richmond Hill, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS10 1LG, United Kingdom, (53.79183725, -1.5322648752506947))53.791837-1.532265
18World MuseumsLiverpoolUnited KingdomWorld Museums, Liverpool, United Kingdom(World Museum Liverpool, William Brown Street, Ropewalks, Liverpool, North West England, England, L3 8EN, United Kingdom, (53.4098342, -2.9818017))53.409834-2.981802
19Museum of LiverpoolLiverpoolUnited KingdomMuseum of Liverpool, Liverpool, United Kingdom(Museum of Liverpool, A5045, Ropewalks, Liverpool, North West England, England, L3 1AF, United Kingdom, (53.40295905, -2.9956045675940217))53.402959-2.995605
20British MuseumLondonUnited KingdomBritish Museum, London, United Kingdom(British Museum, Great Russell Street, St Giles, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1B 3DG, United Kingdom, (51.51929365, -0.12801772178494725))51.519294-0.128018
21Horniman Museum LondonLondonUnited KingdomHorniman Museum London, London, United Kingdom(Horniman Museum, 100, London Road, Forest Hill, London Borough of Lewisham, London, Greater London, England, SE23 3PQ, United Kingdom, (51.4410175, -0.06099898407573359))51.441018-0.060999
22Lambeth PalaceLondonUnited KingdomLambeth Palace, London, United Kingdom(Lambeth Palace, Lambeth Palace Road, Lambeth, London Borough of Lambeth, London, Greater London, England, SE1 7JU, United Kingdom, (51.495558349999996, -0.12007657137516138))51.495558-0.120077
23Natural History MuseumLondonUnited KingdomNatural History Museum, London, United Kingdom(Natural History Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 5BD, United Kingdom, (51.496510900000004, -0.17600190725447445))51.496511-0.176002
24Royal Museums GreenwichLondonUnited KingdomRoyal Museums Greenwich, London, United Kingdom(Royal Observatory Greenwich, Blackheath Avenue, East Greenwich, Royal Borough of Greenwich, London, Greater London, England, SE10 8XJ, United Kingdom, (51.47736225, -0.000845336047094045))51.477362-0.000845
25Victoria and Albert MuseumLondonUnited KingdomVictoria and Albert Museum, London, United Kingdom(Victoria and Albert Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2RL, United Kingdom, (51.496883800000006, -0.17163721656927572))51.496884-0.171637
26Wellcome CollectionLondonUnited KingdomWellcome Collection, London, United Kingdom(Wellcome Collection, 183, Euston Road, St Pancras, London Borough of Camden, London, Greater London, England, NW1 2BE, United Kingdom, (51.5259739, -0.1340195))51.525974-0.134020
27Maidstone MuseumKentUnited KingdomMaidstone Museum, Kent, United Kingdom(Maidstone Museum, St Faith's Street, Ringlestone, Penenden Heath, Maidstone, Kent, South East England, England, ME14 1QE, United Kingdom, (51.27604384999999, 0.5206764024369502))51.2760440.520676
28Manchester Museum University of ManchesterManchesterUnited KingdomManchester Museum University of Manchester, Manchester, United Kingdom(The Manchester Museum, Oxford Road, Chorlton-on-Medlock, Manchester, Greater Manchester, North West England, England, M13 9NS, United Kingdom, (53.4664071, -2.2342428))53.466407-2.234243
33Powell Cotton MuseumBirchington-on-SeaUnited KingdomPowell Cotton Museum, Birchington-on-Sea, United Kingdom(Powell-Cotton Museum, Silver Avenue, Birchington, Thanet, Kent, South East England, England, CT7 0BH, United Kingdom, (51.366787349999996, 1.3144282498248845))51.3667871.314428
34Norfolk MuseumNorfolkUnited KingdomNorfolk Museum, Norfolk, United Kingdom(Mid-Norfolk Railway Museum Room, Station Road, Toftwood, Dereham, Breckland, Norfolk, East of England, England, NR19 1DF, United Kingdom, (52.6790732, 0.9475488))52.6790730.947549
44Baltimore Museum of ArtBaltimoreUSABaltimore Museum of Art, Baltimore, USA(Baltimore Museum of Art, 10, Art Museum Drive, Charles Village, Baltimore, Maryland, 21218, United States, (39.3258441, -76.61943986693746))39.325844-76.619440
46Museum of Fine ArtsBostonUSAMuseum of Fine Arts, Boston, USA(Museum of Fine Arts, 465, Huntington Avenue, South End, Boston, Suffolk County, Massachusetts, 02120, United States, (42.3394576, -71.09389640108918))42.339458-71.093896
47Albright Knox Art GalleryBuffaloUSAAlbright Knox Art Gallery, Buffalo, USA(Albright-Knox Art Gallery, 1285, Elmwood Avenue, Buffalo, Erie County, New York, 14222, United States, (42.9321293, -78.87568390024248))42.932129-78.875684
48Buffalo Museum of ScienceBuffaloUSABuffalo Museum of Science, Buffalo, USA(Buffalo Museum of Science, 1, Humboldt Parkway South, Buffalo, Erie County, New York, 14211, United States, (42.906103, -78.84339883938105))42.906103-78.843399
50Art Institute of ChicagoChicagoUSAArt Institute of Chicago, Chicago, USA(The Art Institute of Chicago, 111, South Michigan Avenue, Printer's Row, Loop, Chicago, Cook County, Illinois, 60603, United States, (41.8796009, -87.62308280420407))41.879601-87.623083
51Field Museum of Natural HistoryChicagoUSAField Museum of Natural History, Chicago, USA(Field Museum, 1400, South Lake Shore Drive, South Loop, Near South Side, Chicago, Cook County, Illinois, 60605, United States, (41.866206649999995, -87.61689086904326))41.866207-87.616891
52Cleveland Art MuseumClevelandUSACleveland Art Museum, Cleveland, USA(Cleveland Museum of Art, 11150, East Boulevard, Magnolia-Wade Park Historic District, University Circle, Cleveland, Cuyahoga County, Ohio, 44114, United States, (41.5090438, -81.61173672190631))41.509044-81.611737
53Dallas Art MuseumDallasUSADallas Art Museum, Dallas, USA(Dallas Museum of Art, 1717, North Harwood Street, Klyde Warren Park-Arts District PID, Dallas, Dallas County, Texas, 75201, United States, (32.78783105, -96.80133687980364))32.787831-96.801337
55Denver Art MuseumDenverUSADenver Art Museum, Denver, USA(Denver Art Museum, 100, West 14th Avenue Parkway, Golden Triangle, Denver, Denver County, Colorado, 80204, United States, (39.73737534999999, -104.98968345297921))39.737375-104.989683
56Detroit Institute of ArtsDetroitUSADetroit Institute of Arts, Detroit, USA(Detroit Institute of Arts, 5200, Woodward Avenue, Midtown, Detroit, Wayne County, Michigan, 48202, United States, (42.3595105, -83.06452586249985))42.359510-83.064526
57Indianapolis Museum of ArtIndianapolisUSAIndianapolis Museum of Art, Indianapolis, USA(Indianapolis Museum of Art, 4000, Michigan Road, Woodstock, Shooters Hill, Indianapolis, Marion, Indiana, 46208, United States, (39.82596175, -86.18583890576329))39.825962-86.185839
58University of IowaIowa CityUSAUniversity of Iowa, Iowa City, USA(The University of Iowa, Hawks Ridge Road, Ruppert Hills, Iowa City, Johnson County, Iowa, 52246, United States, (41.66586935, -91.57334352186675))41.665869-91.573344
59Los Angeles County Museum of ArtLos AngelesUSALos Angeles County Museum of Art, Los Angeles, USA(Los Angeles County Museum of Art, Smidt Welcome Plaza, Mid-Wilshire, Los Angeles, Los Angeles County, California, United States, (34.063736199999994, -118.35890315746158))34.063736-118.358903
61Milwaukee Public MuseumMilwaukeeUSAMilwaukee Public Museum, Milwaukee, USA(Milwaukee Public Museum, 800, West Wells Street, Westown, Milwaukee, Milwaukee County, Wisconsin, 53233, United States, (43.0407156, -87.92133880435958))43.040716-87.921339
62Minneapolis Institute of ArtsMinneapolisUSAMinneapolis Institute of Arts, Minneapolis, USA(Minneapolis Institute of Art, 2400, 3rd Avenue South, Whittier, Phillips, Minneapolis, Hennepin County, Minnesota, 55404, United States, (44.95859455, -93.27415255541163))44.958595-93.274153
63Newark MuseumNewarkUSANewark Museum, Newark, USA(Newark Museum, 49, Washington Street, Newark, Essex County, New Jersey, 07102, United States, (40.74317585, -74.17177195259168))40.743176-74.171772
64Yale University Art GalleryNew HavenUSAYale University Art Gallery, New Haven, USA(Yale University Art Gallery, 1111, Chapel Street, Downtown, New Haven, New Haven County, Connecticut, 06515, United States, (41.3084354, -72.93087953034963))41.308435-72.930880
65New Orleans Museum of ArtNew OrleansUSANew Orleans Museum of Art, New Orleans, USA(New Orleans Museum of Art, 1, Collins Diboll Circle, New Orleans, Orleans Parish, Louisiana, 70119:70124, United States, (29.98643375, -90.0934342643155))29.986434-90.093434
66American Museum of Natural HistoryNew York CityUSAAmerican Museum of Natural History, New York City, USA(American Museum of Natural History, 180, Central Park West, Upper West Side, Manhattan, New York County, New York, 10024, United States, (40.78109345, -73.97425100147501))40.781093-73.974251
67Brooklyn MuseumNew York CityUSABrooklyn Museum, New York City, USA(Brooklyn Museum, 200, Eastern Parkway, Prospect Heights, Brooklyn, Kings County, New York, 11238, United States, (40.6709108, -73.96331573047141))40.670911-73.963316
68The Metropolitan Museum of ArtNew York CityUSAThe Metropolitan Museum of Art, New York City, USA(The Metropolitan Museum of Art, 1000, 5th Avenue, Manhattan Community Board 8, Manhattan, New York County, New York, 10035, United States, (40.7794396, -73.96338248033601))40.779440-73.963382
71Philadelphia Museum of ArtPhiladelphiaUSAPhiladelphia Museum of Art, Philadelphia, USA(Philadelphia Museum of Art, 2600, Benjamin Franklin Parkway, Spring Garden, Philadelphia, Philadelphia County, Pennsylvania, 19130, United States, (39.965563849999995, -75.18151277315162))39.965564-75.181513
72Carnegie InstitutePittsburghUSACarnegie Institute, Pittsburgh, USA(Carnegie Museum of Natural History, 4400, Forbes Avenue, North Oakland, Pittsburgh, Allegheny County, Pennsylvania, 15213, United States, (40.4430084, -79.94991581649228))40.443008-79.949916
73University of Pennsylvania Museum of Archaeology and AnthropologyPhiladelphiaUSAUniversity of Pennsylvania Museum of Archaeology and Anthropology, Philadelphia, USA(Penn Museum, 3260, South Street, University City, Philadelphia, Philadelphia County, Pennsylvania, 19104, United States, (39.9492859, -75.19203027383026))39.949286-75.192030
76de Young MuseumSan FranciscoUSAde Young Museum, San Francisco, USA(De Young Museum, 50, Hagiwara Tea Garden Drive, San Francisco, San Francisco City and County, San Francisco, California, 94118, United States, (37.77148045, -122.46912751367088))37.771480-122.469128
77Seattle Art MuseumSeattleUSASeattle Art Museum, Seattle, USA(Seattle Art Museum, 1300, 1st Avenue, Pike Place Market Area, Belltown, Seattle, King County, Washington, 98101, United States, (47.6077008, -122.3385575))47.607701-122.338557
81Ethnologisches Museum BerlinBerlinGermanyEthnologisches Museum Berlin, Berlin, Germany(Ethnologisches Museum, Im Winkel, Dahlem, Steglitz-Zehlendorf, Berlin, 14195, Deutschland, (52.4606001, 13.2929563))52.46060013.292956
82Bode-MuseumBerlinGermanyBode-Museum, Berlin, Germany(Bode-Museum, 1-3, Am Kupfergraben, Spandauer Vorstadt, Mitte, Berlin, 10117, Deutschland, (52.5216541, 13.394999067769014))52.52165413.394999
83Stadtisches MuseumBraunschweigGermanyStadtisches Museum, Braunschweig, Germany(Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665))52.26133710.531843
84Ubersee-MuseumBremenGermanyUbersee-Museum, Bremen, Germany(Übersee, 13, Bahnhofsplatz, Bahnhofsvorstadt, Mitte, Stadtbezirk Bremen-Mitte, Bremen, 28195, Deutschland, (53.083186, 8.8113495))53.0831868.811350
85Stadtisches MuseumBrunswickGermanyStadtisches Museum, Brunswick, Germany(Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665))52.26133710.531843
86Rautenstrauch-Joest MuseumCologneGermanyRautenstrauch-Joest Museum, Cologne, Germany(Rautenstrauch-Joest-Museum, 10, Leonhard-Tietz-Straße, Cäcilienviertel, Altstadt-Süd, Innenstadt, Köln, Nordrhein-Westfalen, 50676, Deutschland, (50.9345248, 6.9503589))50.9345256.950359
90Museum der WeltkulturenFrankfurt am MainGermanyMuseum der Weltkulturen, Frankfurt am Main, Germany(Weltkulturen Museum, Schaumainkai, Sachsenhausen, Sachsenhausen Nord, Süd, Frankfurt am Main, Hessen, 60594, Deutschland, (50.1057385, 8.6793625))50.1057398.679362
91Museum Natur und MenschFreiburgGermanyMuseum Natur und Mensch, Freiburg, Germany(Museum Natur und Mensch, 32, Gerberau, Altstadt-Mitte, Altstadt, Freiburg im Breisgau, Baden-Württemberg, 79098, Deutschland, (47.99333025, 7.851602419074744))47.9933307.851602
97Roemer-Pelizaeus-MuseumHildesheimGermanyRoemer-Pelizaeus-Museum, Hildesheim, Germany(Roemer- und Pelizaeus-Museum, 1-2, Am Steine, Michaelisviertel, Altstadt, Stadtmitte/Neustadt, Hildesheim, Landkreis Hildesheim, Niedersachsen, 31134, Deutschland, (52.1493268, 9.9441505))52.1493279.944150
103Linden MuseumStuttgartGermanyLinden Museum, Stuttgart, Germany(Linden-Museum, 1, Hegelplatz, Universität, Stuttgart-Mitte, Stuttgart, Baden-Württemberg, 70174, Deutschland, (48.782761699999995, 9.170060313222383))48.7827629.170060
104Museum der Stadt UlmUlmGermanyMuseum der Stadt Ulm, Ulm, Germany(Friedrichsau, Wielandstraße, Safranberg, Oststadt, Ulm, Baden-Württemberg, 89073, Deutschland, (48.4062707, 10.009062876040339))48.40627110.009063
105Royal Court of BeninBeninNigeriaRoyal Court of Benin, Benin, Nigeria(Royal Close, Benin City, Oredo, Edo, 11012, Nigeria, (6.3338336, 5.6171814))6.3338345.617181
107National MuseumBenin CityNigeriaNational Museum, Benin City, Nigeria(Benin City National Museum, A2, Benin City, Oredo, Edo, Nigeria, (6.33291815, 5.622241034660403))6.3329185.622241
108National Museum CalabarCalabarNigeriaNational Museum Calabar, Calabar, Nigeria(Slave History Museum, Garden St, Calabar, Calabar Municipal, Cross River, 540221, Nigeria, (4.9662925, 8.3184591))4.9662928.318459
109National MuseumIfeNigeriaNational Museum, Ife, Nigeria(Museum of Natural History, PG close, Ife, Ife Central, Osun, Nigeria, (7.5165138, 4.528421987761998))7.5165144.528422
110National MuseumLagosNigeriaNational Museum, Lagos, Nigeria(National Museum, Military Street, Lagos, Lagos Island, Lagos, 2476, Nigeria, (6.4443934, 3.403606986618445))6.4443933.403607
111Ibadan UniversityIbadanNigeriaIbadan University, Ibadan, Nigeria(University of Ibadan, Ibadan North, Oyo, 200284, Nigeria, (7.4477245, 3.8967116))7.4477243.896712
112National Commision for Museums and MonumentsNaNNigeriaNaN(Nanno, Ville d'Anaunia, Comunità della Val di Non, Provincia di Trento, Trentino-Alto Adige/Südtirol, 38012, Italia, (46.3144754, 11.0480288))46.31447511.048029
114South Australian MuseumAdelaideAustraliaSouth Australian Museum, Adelaide, Australia(South Australian Museum, North Terrace, Adelaide, Adelaide City Council, South Australia, 5000, Australia, (-34.9207272, 138.60356284898404))-34.920727138.603563
115Australian MuseumSydneyAustraliaAustralian Museum, Sydney, Australia(Australian Museum, Cross City Tunnel, Darlinghurst, Sydney, Council of the City of Sydney, New South Wales, 2010, Australia, (-33.87434915, 151.2132563777954))-33.874349151.213256
117Oesterreichische Akademie der WissenschaftenViennaAustriaOesterreichische Akademie der Wissenschaften, Vienna, Austria(Österreichische Akademie der Wissenschaften, 3, Vordere Zollamtsstraße, Weißgerber, KG Landstraße, Landstraße, Wien, 1030, Österreich, (48.20963655, 16.38512328404719))48.20963716.385123
121Musee canadien de l'histoireGatineauCanadaMusee canadien de l'histoire, Gatineau, Canada(Musée Canadien de l'histoire, 100, Rue Laurier, Hull, Gatineau, Gatineau (ville), Outaouais, Québec, J8X 3V7, Canada, (45.4291322, -75.70903364994336))45.429132-75.709034
122Musee des beaux-artsMontrealCanadaMusee des beaux-arts, Montreal, Canada(Musée des Beaux-Arts de Montréal, Rue Sherbrooke Ouest, René-Lévesque, Ville-Marie, Montréal, Agglomération de Montréal, Montréal (06), Québec, H3G 2E8, Canada, (45.4986994, -73.5793984))45.498699-73.579398
123Royal Ontario MuseumTorontoCanadaRoyal Ontario Museum, Toronto, Canada(Royal Ontario Museum, 100, Queen's Park, Bloor Street Culture Corridor, University—Rosedale, Old Toronto, Toronto, Golden Horseshoe, Ontario, M5S 2C6, Canada, (43.66766165, -79.39469797351879))43.667662-79.394698
124Museum of Anthropology at the University of British ColumbiaVancouverCanadaMuseum of Anthropology at the University of British Columbia, Vancouver, Canada(Museum of Anthropology, 6393, Northwest Marine Drive, University of British Columbia, Electoral Area A, British Columbia, V6T 1Z2, Canada, (49.26946905, -123.25941449774265))49.269469-123.259414
125National MuseumCopenhagenDenmarkNational Museum, Copenhagen, Denmark(Statens Museum for Kunst, Sølvgade, Nyboder, Frederiksstaden, København, Københavns Kommune, Region Hovedstaden, 1307, Danmark, (55.68873175, 12.578360717013345))55.68873212.578361
126Moesgaard MuseumAarhusDenmarkMoesgaard Museum, Aarhus, Denmark(Moesgaard Museum, Moesgård Allé, Aarhus, Aarhus Kommune, Region Midtjylland, 8330, Danmark, (56.088673400000005, 10.223552493535763))56.08867310.223552
127Musee du quai BranlyParisFranceMusee du quai Branly, Paris, France(Musée du quai Branly - Jacques Chirac, 37, Quai Branly, Quartier de Grenelle, Paris 15e Arrondissement, Paris, Île-de-France, France métropolitaine, 75007, France, (48.8609943, 2.297969635195826))48.8609942.297970
128Cluny MuseumParisFranceCluny Museum, Paris, France(Cluny-La Sorbonne, Boulevard Saint-Germain, Quartier de la Sorbonne, Paris 5e Arrondissement, Paris, Île-de-France, France métropolitaine, 75005, France, (48.8511281, 2.3442177))48.8511282.344218
130Hunt MuseumLimerickIrelandHunt Museum, Limerick, Ireland(Hunt Museum, Rutland Street, Limerick City, The Metropolitan District of Limerick City, County Limerick, Munster, V94 D896, Éire / Ireland, (52.66634905, -8.624416488734003))52.666349-8.624416
133TropenmuseumAmsterdamNetherlandsTropenmuseum, Amsterdam, Netherlands(Tropenmuseum, 2, Linnaeusstraat, Oost, Amsterdam, Noord-Holland, Nederland, 1092CK, Nederland, (52.3627683, 4.922683))52.3627684.922683
134Rijksmuseum van OudhedenLeidenNetherlandsRijksmuseum van Oudheden, Leiden, Netherlands(Rijksmuseum van Oudheden, 28, Rapenburg, Academiewijk, Leiden, Zuid-Holland, Nederland, 2311EW, Nederland, (52.1584403, 4.4856243))52.1584404.485624
135Museum VolkenkundeLeidenNetherlandsMuseum Volkenkunde, Leiden, Netherlands(Museum Volkenkunde, 1, Steenstraat, Oude Morsch, Leiden, Zuid-Holland, Nederland, 2312BS, Nederland, (52.16312245, 4.482514662023505))52.1631224.482515
138Sociedade de GeografiaLisbonPortugalSociedade de Geografia, Lisbon, Portugal(Museu da Sociedade de Geografia de Lisboa, 100, Rua das Portas de Santo Antão, Santa Justa, Mouraria, Santa Maria Maior, Lisboa, Grande Lisboa, Área Metropolitana de Lisboa, 1150-269, Portugal, (38.7162531, -9.1397928))38.716253-9.139793
143Musee des civilisations noiresDakarSenegalMusee des civilisations noires, Dakar, Senegal(Musée des Civilisations Noires, Boulevard du Centenaire de la Commune de Dakar, Gibraltar, Dakar, 25, Sénégal, (14.67742145, -17.4350384057443))14.677421-17.435038
150Bernisches Historisches MuseumBernSwitzerlandBernisches Historisches Museum, Bern, Switzerland(Bernisches Historisches Museum, Bernastrasse, Dalmazi, Kirchenfeld, Stadtteil IV, Bern, Verwaltungskreis Bern-Mittelland, Verwaltungsregion Bern-Mittelland, Bern/Berne, 3005, Schweiz/Suisse/Svizzera/Svizra, (46.94296765, 7.448869649798398))46.9429687.448870
151Musee d'EthnographieGenevaSwitzerlandMusee d'Ethnographie, Geneva, Switzerland(Musée d'ethnographie, Rue des Bains, Jonction, Genève, Grand Genève, Genève, 1200, Schweiz/Suisse/Svizzera/Svizra, (46.1978397, 6.136641736594668))46.1978406.136642
152Musee d'EthnographieNeuchatelSwitzerlandMusee d'Ethnographie, Neuchatel, Switzerland(Musée d'ethnographie, Chemin du Petit-Pontarlier, Neuchâtel, 2004, Schweiz/Suisse/Svizzera/Svizra, (46.9908948, 6.9208271))46.9908956.920827
154Museum RietbergZurichSwitzerlandMuseum Rietberg, Zurich, Switzerland(Museum Rietberg, 15, Gablerstrasse, Enge, Kreis 2, Zürich, Bezirk Zürich, Zürich, 8002, Schweiz/Suisse/Svizzera/Svizra, (47.3589183, 8.5297352))47.3589188.529735
155VolkerkundemuseumZurichSwitzerlandVolkerkundemuseum, Zurich, Switzerland(Völkerkundemuseum der Universität Zürich, 40, Pelikanstrasse, City, Altstadt, Zürich, Bezirk Zürich, Zürich, 8001, Schweiz/Suisse/Svizzera/Svizra, (47.3708304, 8.534330589256099))47.3708308.534331
156LouvreAbu DhabiUnited Arab EmiratesLouvre, Abu Dhabi, United Arab Emirates(Louvre Abu Dhabi, Louvre Delivery Access, منطقة الثقافة, أبوظبي, أبو ظبي, 107032, الإمارات العربية المتحدة, (24.53371645, 54.39844848473929))24.53371654.398448
\n", "
" ], "text/plain": [ " Place \\\n", "0 Ulster Museum \n", "3 Brighton Museum and Art Gallery \n", "5 Museum of Archaeology and Anthropology \n", "6 Jesus College \n", "8 National Museums Scotland \n", "10 Glasgow Art Gallery \n", "14 Hull Museums \n", "16 Leeds City Museum \n", "17 Royal Armouries \n", "18 World Museums \n", "19 Museum of Liverpool \n", "20 British Museum \n", "21 Horniman Museum London \n", "22 Lambeth Palace \n", "23 Natural History Museum \n", "24 Royal Museums Greenwich \n", "25 Victoria and Albert Museum \n", "26 Wellcome Collection \n", "27 Maidstone Museum \n", "28 Manchester Museum University of Manchester \n", "33 Powell Cotton Museum \n", "34 Norfolk Museum \n", "44 Baltimore Museum of Art \n", "46 Museum of Fine Arts \n", "47 Albright Knox Art Gallery \n", "48 Buffalo Museum of Science \n", "50 Art Institute of Chicago \n", "51 Field Museum of Natural History \n", "52 Cleveland Art Museum \n", "53 Dallas Art Museum \n", "55 Denver Art Museum \n", "56 Detroit Institute of Arts \n", "57 Indianapolis Museum of Art \n", "58 University of Iowa \n", "59 Los Angeles County Museum of Art \n", "61 Milwaukee Public Museum \n", "62 Minneapolis Institute of Arts \n", "63 Newark Museum \n", "64 Yale University Art Gallery \n", "65 New Orleans Museum of Art \n", "66 American Museum of Natural History \n", "67 Brooklyn Museum \n", "68 The Metropolitan Museum of Art \n", "71 Philadelphia Museum of Art \n", "72 Carnegie Institute \n", "73 University of Pennsylvania Museum of Archaeology and Anthropology \n", "76 de Young Museum \n", "77 Seattle Art Museum \n", "81 Ethnologisches Museum Berlin \n", "82 Bode-Museum \n", "83 Stadtisches Museum \n", "84 Ubersee-Museum \n", "85 Stadtisches Museum \n", "86 Rautenstrauch-Joest Museum \n", "90 Museum der Weltkulturen \n", "91 Museum Natur und Mensch \n", "97 Roemer-Pelizaeus-Museum \n", "103 Linden Museum \n", "104 Museum der Stadt Ulm \n", "105 Royal Court of Benin \n", "107 National Museum \n", "108 National Museum Calabar \n", "109 National Museum \n", "110 National Museum \n", "111 Ibadan University \n", "112 National Commision for Museums and Monuments \n", "114 South Australian Museum \n", "115 Australian Museum \n", "117 Oesterreichische Akademie der Wissenschaften \n", "121 Musee canadien de l'histoire \n", "122 Musee des beaux-arts \n", "123 Royal Ontario Museum \n", "124 Museum of Anthropology at the University of British Columbia \n", "125 National Museum \n", "126 Moesgaard Museum \n", "127 Musee du quai Branly \n", "128 Cluny Museum \n", "130 Hunt Museum \n", "133 Tropenmuseum \n", "134 Rijksmuseum van Oudheden \n", "135 Museum Volkenkunde \n", "138 Sociedade de Geografia \n", "143 Musee des civilisations noires \n", "150 Bernisches Historisches Museum \n", "151 Musee d'Ethnographie \n", "152 Musee d'Ethnographie \n", "154 Museum Rietberg \n", "155 Volkerkundemuseum \n", "156 Louvre \n", "\n", " City Country \\\n", "0 Belfast United Kingdom \n", "3 Brighton United Kingdom \n", "5 Cambridge United Kingdom \n", "6 Cambridge United Kingdom \n", "8 Edinburgh United Kingdom \n", "10 Glasgow United Kingdom \n", "14 Hull United Kingdom \n", "16 Leeds United Kingdom \n", "17 Leeds United Kingdom \n", "18 Liverpool United Kingdom \n", "19 Liverpool United Kingdom \n", "20 London United Kingdom \n", "21 London United Kingdom \n", "22 London United Kingdom \n", "23 London United Kingdom \n", "24 London United Kingdom \n", "25 London United Kingdom \n", "26 London United Kingdom \n", "27 Kent United Kingdom \n", "28 Manchester United Kingdom \n", "33 Birchington-on-Sea United Kingdom \n", "34 Norfolk United Kingdom \n", "44 Baltimore USA \n", "46 Boston USA \n", "47 Buffalo USA \n", "48 Buffalo USA \n", "50 Chicago USA \n", "51 Chicago USA \n", "52 Cleveland USA \n", "53 Dallas USA \n", "55 Denver USA \n", "56 Detroit USA \n", "57 Indianapolis USA \n", "58 Iowa City USA \n", "59 Los Angeles USA \n", "61 Milwaukee USA \n", "62 Minneapolis USA \n", "63 Newark USA \n", "64 New Haven USA \n", "65 New Orleans USA \n", "66 New York City USA \n", "67 New York City USA \n", "68 New York City USA \n", "71 Philadelphia USA \n", "72 Pittsburgh USA \n", "73 Philadelphia USA \n", "76 San Francisco USA \n", "77 Seattle USA \n", "81 Berlin Germany \n", "82 Berlin Germany \n", "83 Braunschweig Germany \n", "84 Bremen Germany \n", "85 Brunswick Germany \n", "86 Cologne Germany \n", "90 Frankfurt am Main Germany \n", "91 Freiburg Germany \n", "97 Hildesheim Germany \n", "103 Stuttgart Germany \n", "104 Ulm Germany \n", "105 Benin Nigeria \n", "107 Benin City Nigeria \n", "108 Calabar Nigeria \n", "109 Ife Nigeria \n", "110 Lagos Nigeria \n", "111 Ibadan Nigeria \n", "112 NaN Nigeria \n", "114 Adelaide Australia \n", "115 Sydney Australia \n", "117 Vienna Austria \n", "121 Gatineau Canada \n", "122 Montreal Canada \n", "123 Toronto Canada \n", "124 Vancouver Canada \n", "125 Copenhagen Denmark \n", "126 Aarhus Denmark \n", "127 Paris France \n", "128 Paris France \n", "130 Limerick Ireland \n", "133 Amsterdam Netherlands \n", "134 Leiden Netherlands \n", "135 Leiden Netherlands \n", "138 Lisbon Portugal \n", "143 Dakar Senegal \n", "150 Bern Switzerland \n", "151 Geneva Switzerland \n", "152 Neuchatel Switzerland \n", "154 Zurich Switzerland \n", "155 Zurich Switzerland \n", "156 Abu Dhabi United Arab Emirates \n", "\n", " Address \\\n", "0 Ulster Museum, Belfast, United Kingdom \n", "3 Brighton Museum and Art Gallery, Brighton, United Kingdom \n", "5 Museum of Archaeology and Anthropology, Cambridge, United Kingdom \n", "6 Jesus College, Cambridge, United Kingdom \n", "8 National Museums Scotland, Edinburgh, United Kingdom \n", "10 Glasgow Art Gallery, Glasgow, United Kingdom \n", "14 Hull Museums, Hull, United Kingdom \n", "16 Leeds City Museum, Leeds, United Kingdom \n", "17 Royal Armouries, Leeds, United Kingdom \n", "18 World Museums, Liverpool, United Kingdom \n", "19 Museum of Liverpool, Liverpool, United Kingdom \n", "20 British Museum, London, United Kingdom \n", "21 Horniman Museum London, London, United Kingdom \n", "22 Lambeth Palace, London, United Kingdom \n", "23 Natural History Museum, London, United Kingdom \n", "24 Royal Museums Greenwich, London, United Kingdom \n", "25 Victoria and Albert Museum, London, United Kingdom \n", "26 Wellcome Collection, London, United Kingdom \n", "27 Maidstone Museum, Kent, United Kingdom \n", "28 Manchester Museum University of Manchester, Manchester, United Kingdom \n", "33 Powell Cotton Museum, Birchington-on-Sea, United Kingdom \n", "34 Norfolk Museum, Norfolk, United Kingdom \n", "44 Baltimore Museum of Art, Baltimore, USA \n", "46 Museum of Fine Arts, Boston, USA \n", "47 Albright Knox Art Gallery, Buffalo, USA \n", "48 Buffalo Museum of Science, Buffalo, USA \n", "50 Art Institute of Chicago, Chicago, USA \n", "51 Field Museum of Natural History, Chicago, USA \n", "52 Cleveland Art Museum, Cleveland, USA \n", "53 Dallas Art Museum, Dallas, USA \n", "55 Denver Art Museum, Denver, USA \n", "56 Detroit Institute of Arts, Detroit, USA \n", "57 Indianapolis Museum of Art, Indianapolis, USA \n", "58 University of Iowa, Iowa City, USA \n", "59 Los Angeles County Museum of Art, Los Angeles, USA \n", "61 Milwaukee Public Museum, Milwaukee, USA \n", "62 Minneapolis Institute of Arts, Minneapolis, USA \n", "63 Newark Museum, Newark, USA \n", "64 Yale University Art Gallery, New Haven, USA \n", "65 New Orleans Museum of Art, New Orleans, USA \n", "66 American Museum of Natural History, New York City, USA \n", "67 Brooklyn Museum, New York City, USA \n", "68 The Metropolitan Museum of Art, New York City, USA \n", "71 Philadelphia Museum of Art, Philadelphia, USA \n", "72 Carnegie Institute, Pittsburgh, USA \n", "73 University of Pennsylvania Museum of Archaeology and Anthropology, Philadelphia, USA \n", "76 de Young Museum, San Francisco, USA \n", "77 Seattle Art Museum, Seattle, USA \n", "81 Ethnologisches Museum Berlin, Berlin, Germany \n", "82 Bode-Museum, Berlin, Germany \n", "83 Stadtisches Museum, Braunschweig, Germany \n", "84 Ubersee-Museum, Bremen, Germany \n", "85 Stadtisches Museum, Brunswick, Germany \n", "86 Rautenstrauch-Joest Museum, Cologne, Germany \n", "90 Museum der Weltkulturen, Frankfurt am Main, Germany \n", "91 Museum Natur und Mensch, Freiburg, Germany \n", "97 Roemer-Pelizaeus-Museum, Hildesheim, Germany \n", "103 Linden Museum, Stuttgart, Germany \n", "104 Museum der Stadt Ulm, Ulm, Germany \n", "105 Royal Court of Benin, Benin, Nigeria \n", "107 National Museum, Benin City, Nigeria \n", "108 National Museum Calabar, Calabar, Nigeria \n", "109 National Museum, Ife, Nigeria \n", "110 National Museum, Lagos, Nigeria \n", "111 Ibadan University, Ibadan, Nigeria \n", "112 NaN \n", "114 South Australian Museum, Adelaide, Australia \n", "115 Australian Museum, Sydney, Australia \n", "117 Oesterreichische Akademie der Wissenschaften, Vienna, Austria \n", "121 Musee canadien de l'histoire, Gatineau, Canada \n", "122 Musee des beaux-arts, Montreal, Canada \n", "123 Royal Ontario Museum, Toronto, Canada \n", "124 Museum of Anthropology at the University of British Columbia, Vancouver, Canada \n", "125 National Museum, Copenhagen, Denmark \n", "126 Moesgaard Museum, Aarhus, Denmark \n", "127 Musee du quai Branly, Paris, France \n", "128 Cluny Museum, Paris, France \n", "130 Hunt Museum, Limerick, Ireland \n", "133 Tropenmuseum, Amsterdam, Netherlands \n", "134 Rijksmuseum van Oudheden, Leiden, Netherlands \n", "135 Museum Volkenkunde, Leiden, Netherlands \n", "138 Sociedade de Geografia, Lisbon, Portugal \n", "143 Musee des civilisations noires, Dakar, Senegal \n", "150 Bernisches Historisches Museum, Bern, Switzerland \n", "151 Musee d'Ethnographie, Geneva, Switzerland \n", "152 Musee d'Ethnographie, Neuchatel, Switzerland \n", "154 Museum Rietberg, Zurich, Switzerland \n", "155 Volkerkundemuseum, Zurich, Switzerland \n", "156 Louvre, Abu Dhabi, United Arab Emirates \n", "\n", " Coordinates \\\n", "0 (Ulster Museum, Stranmillis Road, Queen's Quarter, Belfast, County Antrim, Northern Ireland, BT9 5AB, United Kingdom, (54.58228485, -5.935325683757221)) \n", "3 (Brighton Museum & Art Gallery, Church Street, Round Hill, Brighton, Brighton and Hove, South East England, England, BN1 1UB, United Kingdom, (50.823454749999996, -0.13803227795095502)) \n", "5 (Museum of Archaeology and Anthropology, Downing Street, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB2 3DZ, United Kingdom, (52.202799, 0.1209726)) \n", "6 (Jesus College, Victoria Avenue, Petersfield, Cambridge, Cambridgeshire, East of England, England, CB1 1LB, United Kingdom, (52.2084959, 0.1270643)) \n", "8 (National War Museum, King's Stables Road, Old Town, City of Edinburgh, Scotland, EH1 2JY, United Kingdom, (55.94885295, -3.2019126171556156)) \n", "10 (Hunterian Art Gallery, Hillhead Street, Yorkhill, Hillhead, Glasgow, Glasgow City, Scotland, G12 8QF, United Kingdom, (55.8730964, -4.2887702)) \n", "14 (Hands on History Museum, South Church Side, Old Town, Hull, Kingston upon Hull, Yorkshire and the Humber, England, HU1 1RR, United Kingdom, (53.74154245, -0.33549222175794247)) \n", "16 (Leeds City Museum, Millennium Square, Arena Quarter, Woodhouse, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS2 8BH, United Kingdom, (53.80158325, -1.5468995820159708)) \n", "17 (Royal Armouries, Armouries Drive, Steander, Richmond Hill, Leeds, West Yorkshire, Yorkshire and the Humber, England, LS10 1LG, United Kingdom, (53.79183725, -1.5322648752506947)) \n", "18 (World Museum Liverpool, William Brown Street, Ropewalks, Liverpool, North West England, England, L3 8EN, United Kingdom, (53.4098342, -2.9818017)) \n", "19 (Museum of Liverpool, A5045, Ropewalks, Liverpool, North West England, England, L3 1AF, United Kingdom, (53.40295905, -2.9956045675940217)) \n", "20 (British Museum, Great Russell Street, St Giles, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1B 3DG, United Kingdom, (51.51929365, -0.12801772178494725)) \n", "21 (Horniman Museum, 100, London Road, Forest Hill, London Borough of Lewisham, London, Greater London, England, SE23 3PQ, United Kingdom, (51.4410175, -0.06099898407573359)) \n", "22 (Lambeth Palace, Lambeth Palace Road, Lambeth, London Borough of Lambeth, London, Greater London, England, SE1 7JU, United Kingdom, (51.495558349999996, -0.12007657137516138)) \n", "23 (Natural History Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 5BD, United Kingdom, (51.496510900000004, -0.17600190725447445)) \n", "24 (Royal Observatory Greenwich, Blackheath Avenue, East Greenwich, Royal Borough of Greenwich, London, Greater London, England, SE10 8XJ, United Kingdom, (51.47736225, -0.000845336047094045)) \n", "25 (Victoria and Albert Museum, Cromwell Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2RL, United Kingdom, (51.496883800000006, -0.17163721656927572)) \n", "26 (Wellcome Collection, 183, Euston Road, St Pancras, London Borough of Camden, London, Greater London, England, NW1 2BE, United Kingdom, (51.5259739, -0.1340195)) \n", "27 (Maidstone Museum, St Faith's Street, Ringlestone, Penenden Heath, Maidstone, Kent, South East England, England, ME14 1QE, United Kingdom, (51.27604384999999, 0.5206764024369502)) \n", "28 (The Manchester Museum, Oxford Road, Chorlton-on-Medlock, Manchester, Greater Manchester, North West England, England, M13 9NS, United Kingdom, (53.4664071, -2.2342428)) \n", "33 (Powell-Cotton Museum, Silver Avenue, Birchington, Thanet, Kent, South East England, England, CT7 0BH, United Kingdom, (51.366787349999996, 1.3144282498248845)) \n", "34 (Mid-Norfolk Railway Museum Room, Station Road, Toftwood, Dereham, Breckland, Norfolk, East of England, England, NR19 1DF, United Kingdom, (52.6790732, 0.9475488)) \n", "44 (Baltimore Museum of Art, 10, Art Museum Drive, Charles Village, Baltimore, Maryland, 21218, United States, (39.3258441, -76.61943986693746)) \n", "46 (Museum of Fine Arts, 465, Huntington Avenue, South End, Boston, Suffolk County, Massachusetts, 02120, United States, (42.3394576, -71.09389640108918)) \n", "47 (Albright-Knox Art Gallery, 1285, Elmwood Avenue, Buffalo, Erie County, New York, 14222, United States, (42.9321293, -78.87568390024248)) \n", "48 (Buffalo Museum of Science, 1, Humboldt Parkway South, Buffalo, Erie County, New York, 14211, United States, (42.906103, -78.84339883938105)) \n", "50 (The Art Institute of Chicago, 111, South Michigan Avenue, Printer's Row, Loop, Chicago, Cook County, Illinois, 60603, United States, (41.8796009, -87.62308280420407)) \n", "51 (Field Museum, 1400, South Lake Shore Drive, South Loop, Near South Side, Chicago, Cook County, Illinois, 60605, United States, (41.866206649999995, -87.61689086904326)) \n", "52 (Cleveland Museum of Art, 11150, East Boulevard, Magnolia-Wade Park Historic District, University Circle, Cleveland, Cuyahoga County, Ohio, 44114, United States, (41.5090438, -81.61173672190631)) \n", "53 (Dallas Museum of Art, 1717, North Harwood Street, Klyde Warren Park-Arts District PID, Dallas, Dallas County, Texas, 75201, United States, (32.78783105, -96.80133687980364)) \n", "55 (Denver Art Museum, 100, West 14th Avenue Parkway, Golden Triangle, Denver, Denver County, Colorado, 80204, United States, (39.73737534999999, -104.98968345297921)) \n", "56 (Detroit Institute of Arts, 5200, Woodward Avenue, Midtown, Detroit, Wayne County, Michigan, 48202, United States, (42.3595105, -83.06452586249985)) \n", "57 (Indianapolis Museum of Art, 4000, Michigan Road, Woodstock, Shooters Hill, Indianapolis, Marion, Indiana, 46208, United States, (39.82596175, -86.18583890576329)) \n", "58 (The University of Iowa, Hawks Ridge Road, Ruppert Hills, Iowa City, Johnson County, Iowa, 52246, United States, (41.66586935, -91.57334352186675)) \n", "59 (Los Angeles County Museum of Art, Smidt Welcome Plaza, Mid-Wilshire, Los Angeles, Los Angeles County, California, United States, (34.063736199999994, -118.35890315746158)) \n", "61 (Milwaukee Public Museum, 800, West Wells Street, Westown, Milwaukee, Milwaukee County, Wisconsin, 53233, United States, (43.0407156, -87.92133880435958)) \n", "62 (Minneapolis Institute of Art, 2400, 3rd Avenue South, Whittier, Phillips, Minneapolis, Hennepin County, Minnesota, 55404, United States, (44.95859455, -93.27415255541163)) \n", "63 (Newark Museum, 49, Washington Street, Newark, Essex County, New Jersey, 07102, United States, (40.74317585, -74.17177195259168)) \n", "64 (Yale University Art Gallery, 1111, Chapel Street, Downtown, New Haven, New Haven County, Connecticut, 06515, United States, (41.3084354, -72.93087953034963)) \n", "65 (New Orleans Museum of Art, 1, Collins Diboll Circle, New Orleans, Orleans Parish, Louisiana, 70119:70124, United States, (29.98643375, -90.0934342643155)) \n", "66 (American Museum of Natural History, 180, Central Park West, Upper West Side, Manhattan, New York County, New York, 10024, United States, (40.78109345, -73.97425100147501)) \n", "67 (Brooklyn Museum, 200, Eastern Parkway, Prospect Heights, Brooklyn, Kings County, New York, 11238, United States, (40.6709108, -73.96331573047141)) \n", "68 (The Metropolitan Museum of Art, 1000, 5th Avenue, Manhattan Community Board 8, Manhattan, New York County, New York, 10035, United States, (40.7794396, -73.96338248033601)) \n", "71 (Philadelphia Museum of Art, 2600, Benjamin Franklin Parkway, Spring Garden, Philadelphia, Philadelphia County, Pennsylvania, 19130, United States, (39.965563849999995, -75.18151277315162)) \n", "72 (Carnegie Museum of Natural History, 4400, Forbes Avenue, North Oakland, Pittsburgh, Allegheny County, Pennsylvania, 15213, United States, (40.4430084, -79.94991581649228)) \n", "73 (Penn Museum, 3260, South Street, University City, Philadelphia, Philadelphia County, Pennsylvania, 19104, United States, (39.9492859, -75.19203027383026)) \n", "76 (De Young Museum, 50, Hagiwara Tea Garden Drive, San Francisco, San Francisco City and County, San Francisco, California, 94118, United States, (37.77148045, -122.46912751367088)) \n", "77 (Seattle Art Museum, 1300, 1st Avenue, Pike Place Market Area, Belltown, Seattle, King County, Washington, 98101, United States, (47.6077008, -122.3385575)) \n", "81 (Ethnologisches Museum, Im Winkel, Dahlem, Steglitz-Zehlendorf, Berlin, 14195, Deutschland, (52.4606001, 13.2929563)) \n", "82 (Bode-Museum, 1-3, Am Kupfergraben, Spandauer Vorstadt, Mitte, Berlin, 10117, Deutschland, (52.5216541, 13.394999067769014)) \n", "83 (Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665)) \n", "84 (Übersee, 13, Bahnhofsplatz, Bahnhofsvorstadt, Mitte, Stadtbezirk Bremen-Mitte, Bremen, 28195, Deutschland, (53.083186, 8.8113495)) \n", "85 (Städtisches Museum Braunschweig, 15, Steintorwall, Innenstadt, Braunschweig, Niedersachsen, 38100, Deutschland, (52.261337499999996, 10.531843364627665)) \n", "86 (Rautenstrauch-Joest-Museum, 10, Leonhard-Tietz-Straße, Cäcilienviertel, Altstadt-Süd, Innenstadt, Köln, Nordrhein-Westfalen, 50676, Deutschland, (50.9345248, 6.9503589)) \n", "90 (Weltkulturen Museum, Schaumainkai, Sachsenhausen, Sachsenhausen Nord, Süd, Frankfurt am Main, Hessen, 60594, Deutschland, (50.1057385, 8.6793625)) \n", "91 (Museum Natur und Mensch, 32, Gerberau, Altstadt-Mitte, Altstadt, Freiburg im Breisgau, Baden-Württemberg, 79098, Deutschland, (47.99333025, 7.851602419074744)) \n", "97 (Roemer- und Pelizaeus-Museum, 1-2, Am Steine, Michaelisviertel, Altstadt, Stadtmitte/Neustadt, Hildesheim, Landkreis Hildesheim, Niedersachsen, 31134, Deutschland, (52.1493268, 9.9441505)) \n", "103 (Linden-Museum, 1, Hegelplatz, Universität, Stuttgart-Mitte, Stuttgart, Baden-Württemberg, 70174, Deutschland, (48.782761699999995, 9.170060313222383)) \n", "104 (Friedrichsau, Wielandstraße, Safranberg, Oststadt, Ulm, Baden-Württemberg, 89073, Deutschland, (48.4062707, 10.009062876040339)) \n", "105 (Royal Close, Benin City, Oredo, Edo, 11012, Nigeria, (6.3338336, 5.6171814)) \n", "107 (Benin City National Museum, A2, Benin City, Oredo, Edo, Nigeria, (6.33291815, 5.622241034660403)) \n", "108 (Slave History Museum, Garden St, Calabar, Calabar Municipal, Cross River, 540221, Nigeria, (4.9662925, 8.3184591)) \n", "109 (Museum of Natural History, PG close, Ife, Ife Central, Osun, Nigeria, (7.5165138, 4.528421987761998)) \n", "110 (National Museum, Military Street, Lagos, Lagos Island, Lagos, 2476, Nigeria, (6.4443934, 3.403606986618445)) \n", "111 (University of Ibadan, Ibadan North, Oyo, 200284, Nigeria, (7.4477245, 3.8967116)) \n", "112 (Nanno, Ville d'Anaunia, Comunità della Val di Non, Provincia di Trento, Trentino-Alto Adige/Südtirol, 38012, Italia, (46.3144754, 11.0480288)) \n", "114 (South Australian Museum, North Terrace, Adelaide, Adelaide City Council, South Australia, 5000, Australia, (-34.9207272, 138.60356284898404)) \n", "115 (Australian Museum, Cross City Tunnel, Darlinghurst, Sydney, Council of the City of Sydney, New South Wales, 2010, Australia, (-33.87434915, 151.2132563777954)) \n", "117 (Österreichische Akademie der Wissenschaften, 3, Vordere Zollamtsstraße, Weißgerber, KG Landstraße, Landstraße, Wien, 1030, Österreich, (48.20963655, 16.38512328404719)) \n", "121 (Musée Canadien de l'histoire, 100, Rue Laurier, Hull, Gatineau, Gatineau (ville), Outaouais, Québec, J8X 3V7, Canada, (45.4291322, -75.70903364994336)) \n", "122 (Musée des Beaux-Arts de Montréal, Rue Sherbrooke Ouest, René-Lévesque, Ville-Marie, Montréal, Agglomération de Montréal, Montréal (06), Québec, H3G 2E8, Canada, (45.4986994, -73.5793984)) \n", "123 (Royal Ontario Museum, 100, Queen's Park, Bloor Street Culture Corridor, University—Rosedale, Old Toronto, Toronto, Golden Horseshoe, Ontario, M5S 2C6, Canada, (43.66766165, -79.39469797351879)) \n", "124 (Museum of Anthropology, 6393, Northwest Marine Drive, University of British Columbia, Electoral Area A, British Columbia, V6T 1Z2, Canada, (49.26946905, -123.25941449774265)) \n", "125 (Statens Museum for Kunst, Sølvgade, Nyboder, Frederiksstaden, København, Københavns Kommune, Region Hovedstaden, 1307, Danmark, (55.68873175, 12.578360717013345)) \n", "126 (Moesgaard Museum, Moesgård Allé, Aarhus, Aarhus Kommune, Region Midtjylland, 8330, Danmark, (56.088673400000005, 10.223552493535763)) \n", "127 (Musée du quai Branly - Jacques Chirac, 37, Quai Branly, Quartier de Grenelle, Paris 15e Arrondissement, Paris, Île-de-France, France métropolitaine, 75007, France, (48.8609943, 2.297969635195826)) \n", "128 (Cluny-La Sorbonne, Boulevard Saint-Germain, Quartier de la Sorbonne, Paris 5e Arrondissement, Paris, Île-de-France, France métropolitaine, 75005, France, (48.8511281, 2.3442177)) \n", "130 (Hunt Museum, Rutland Street, Limerick City, The Metropolitan District of Limerick City, County Limerick, Munster, V94 D896, Éire / Ireland, (52.66634905, -8.624416488734003)) \n", "133 (Tropenmuseum, 2, Linnaeusstraat, Oost, Amsterdam, Noord-Holland, Nederland, 1092CK, Nederland, (52.3627683, 4.922683)) \n", "134 (Rijksmuseum van Oudheden, 28, Rapenburg, Academiewijk, Leiden, Zuid-Holland, Nederland, 2311EW, Nederland, (52.1584403, 4.4856243)) \n", "135 (Museum Volkenkunde, 1, Steenstraat, Oude Morsch, Leiden, Zuid-Holland, Nederland, 2312BS, Nederland, (52.16312245, 4.482514662023505)) \n", "138 (Museu da Sociedade de Geografia de Lisboa, 100, Rua das Portas de Santo Antão, Santa Justa, Mouraria, Santa Maria Maior, Lisboa, Grande Lisboa, Área Metropolitana de Lisboa, 1150-269, Portugal, (38.7162531, -9.1397928)) \n", "143 (Musée des Civilisations Noires, Boulevard du Centenaire de la Commune de Dakar, Gibraltar, Dakar, 25, Sénégal, (14.67742145, -17.4350384057443)) \n", "150 (Bernisches Historisches Museum, Bernastrasse, Dalmazi, Kirchenfeld, Stadtteil IV, Bern, Verwaltungskreis Bern-Mittelland, Verwaltungsregion Bern-Mittelland, Bern/Berne, 3005, Schweiz/Suisse/Svizzera/Svizra, (46.94296765, 7.448869649798398)) \n", "151 (Musée d'ethnographie, Rue des Bains, Jonction, Genève, Grand Genève, Genève, 1200, Schweiz/Suisse/Svizzera/Svizra, (46.1978397, 6.136641736594668)) \n", "152 (Musée d'ethnographie, Chemin du Petit-Pontarlier, Neuchâtel, 2004, Schweiz/Suisse/Svizzera/Svizra, (46.9908948, 6.9208271)) \n", "154 (Museum Rietberg, 15, Gablerstrasse, Enge, Kreis 2, Zürich, Bezirk Zürich, Zürich, 8002, Schweiz/Suisse/Svizzera/Svizra, (47.3589183, 8.5297352)) \n", "155 (Völkerkundemuseum der Universität Zürich, 40, Pelikanstrasse, City, Altstadt, Zürich, Bezirk Zürich, Zürich, 8001, Schweiz/Suisse/Svizzera/Svizra, (47.3708304, 8.534330589256099)) \n", "156 (Louvre Abu Dhabi, Louvre Delivery Access, منطقة الثقافة, أبوظبي, أبو ظبي, 107032, الإمارات العربية المتحدة, (24.53371645, 54.39844848473929)) \n", "\n", " Latitude Longitude \n", "0 54.582285 -5.935326 \n", "3 50.823455 -0.138032 \n", "5 52.202799 0.120973 \n", "6 52.208496 0.127064 \n", "8 55.948853 -3.201913 \n", "10 55.873096 -4.288770 \n", "14 53.741542 -0.335492 \n", "16 53.801583 -1.546900 \n", "17 53.791837 -1.532265 \n", "18 53.409834 -2.981802 \n", "19 53.402959 -2.995605 \n", "20 51.519294 -0.128018 \n", "21 51.441018 -0.060999 \n", "22 51.495558 -0.120077 \n", "23 51.496511 -0.176002 \n", "24 51.477362 -0.000845 \n", "25 51.496884 -0.171637 \n", "26 51.525974 -0.134020 \n", "27 51.276044 0.520676 \n", "28 53.466407 -2.234243 \n", "33 51.366787 1.314428 \n", "34 52.679073 0.947549 \n", "44 39.325844 -76.619440 \n", "46 42.339458 -71.093896 \n", "47 42.932129 -78.875684 \n", "48 42.906103 -78.843399 \n", "50 41.879601 -87.623083 \n", "51 41.866207 -87.616891 \n", "52 41.509044 -81.611737 \n", "53 32.787831 -96.801337 \n", "55 39.737375 -104.989683 \n", "56 42.359510 -83.064526 \n", "57 39.825962 -86.185839 \n", "58 41.665869 -91.573344 \n", "59 34.063736 -118.358903 \n", "61 43.040716 -87.921339 \n", "62 44.958595 -93.274153 \n", "63 40.743176 -74.171772 \n", "64 41.308435 -72.930880 \n", "65 29.986434 -90.093434 \n", "66 40.781093 -73.974251 \n", "67 40.670911 -73.963316 \n", "68 40.779440 -73.963382 \n", "71 39.965564 -75.181513 \n", "72 40.443008 -79.949916 \n", "73 39.949286 -75.192030 \n", "76 37.771480 -122.469128 \n", "77 47.607701 -122.338557 \n", "81 52.460600 13.292956 \n", "82 52.521654 13.394999 \n", "83 52.261337 10.531843 \n", "84 53.083186 8.811350 \n", "85 52.261337 10.531843 \n", "86 50.934525 6.950359 \n", "90 50.105739 8.679362 \n", "91 47.993330 7.851602 \n", "97 52.149327 9.944150 \n", "103 48.782762 9.170060 \n", "104 48.406271 10.009063 \n", "105 6.333834 5.617181 \n", "107 6.332918 5.622241 \n", "108 4.966292 8.318459 \n", "109 7.516514 4.528422 \n", "110 6.444393 3.403607 \n", "111 7.447724 3.896712 \n", "112 46.314475 11.048029 \n", "114 -34.920727 138.603563 \n", "115 -33.874349 151.213256 \n", "117 48.209637 16.385123 \n", "121 45.429132 -75.709034 \n", "122 45.498699 -73.579398 \n", "123 43.667662 -79.394698 \n", "124 49.269469 -123.259414 \n", "125 55.688732 12.578361 \n", "126 56.088673 10.223552 \n", "127 48.860994 2.297970 \n", "128 48.851128 2.344218 \n", "130 52.666349 -8.624416 \n", "133 52.362768 4.922683 \n", "134 52.158440 4.485624 \n", "135 52.163122 4.482515 \n", "138 38.716253 -9.139793 \n", "143 14.677421 -17.435038 \n", "150 46.942968 7.448870 \n", "151 46.197840 6.136642 \n", "152 46.990895 6.920827 \n", "154 47.358918 8.529735 \n", "155 47.370830 8.534331 \n", "156 24.533716 54.398448 " ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df1" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 685 }, "id": "zcRdo_uuL7q5", "outputId": "1b34ae00-cd88-4a0d-d905-732924595807" }, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df1.apply(lambda row:folium.CircleMarker(location=[row[\"Latitude\"], \n", " row[\"Longitude\"]]).add_to(beninbronze_map),\n", " axis=1)\n", "beninbronze_map" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "id": "YDmR0j-_MCRM" }, "outputs": [], "source": [ "beninbronze_map.save(\"stolen-bronzes-map.html\")" ] }, { "cell_type": "markdown", "metadata": { "id": "CY6NPNRfMGWX" }, "source": [ "# Conclusion\n", "\n", "Now we have a map showing (some of) the locations of the looted Benin bronzes. It needs to be expanded to include the other locations, but I hope it helped you to think about what Dan Hicks' asked: how close are you, right this minute, to a looted Benin bronze? \n", "\n", "# Recommended Reading and Points of Reference\n", "\n", "Abt, Jeffrey. “The Origins of the Public Museum.” In A Companion to Museum Studies, 115–134. Malden, MA, USA: Blackwell Publishing Ltd, 2006.\n", "\n", "Bennett, Tony. 1990. “The Political Rationality of the Museum,” Continuum: The Australian Journal of Media and Culture 2, no. 1 (1990).\n", "\n", "Bivens, Joy, and Ben Garcia, Porchia Moore, nikhil trivedi, Aletheia Wittman. 2019. ‘Collections: How We Hold the Stuff We Hold in Trust’ in MASSAction, Museums As Site for Social Action, toolkit, https://static1.squarespace.com/static/58fa685dff7c50f78be5f2b2/t/59dcdd27e5dd5b5a1b51d9d8/1507646780650/TOOLKIT_10_2017.pdf\n", "\n", "DW.com. \"'A matter of fairness': New debate about Benin Bronzes in Germany.\" Published March 26, 2021. https://www.dw.com/en/a-matter-of-fairness-new-debate-about-benin-bronzes-in-germany/a-57013604\n", "\n", "Hudson, David J. 2016. “On Dark Continents and Digital Divides: Information Inequality and the Reproduction of Racial Otherness in Library and Information Studies” https://atrium.lib.uoguelph.ca/xmlui/handle/10214/9862.\n", "\n", "Kreps, Christina. 2008. ‘Non-western Models of Museums and Curation in Cross-cultural Perspective’in Sharon Macdonald, ed. ‘Companion to Museum Studies’.\n", "\n", "MacDonald, Sharon. 2008. “Collecting Practices” in Sharon Macdonald, ed. ‘Companion to Museum Studies’.\n", "\n", "Sentance, Nathan mudyi. 2018. “Why Do We Collect,” Archival Decolonist blog, August 18, 2018, https://archivaldecolonist.com/2018/08/18/why-do-we-collect/\n", "\n", "https://www.danhicks.uk/brutishmuseums\n", "\n", "https://www.plutobooks.com/blog/podcast-brutish-museums-benin-bronzes-decolonisation/" ] } ], "metadata": { "colab": { "authorship_tag": "ABX9TyOx5+kwTGrb9AvznR01FBrn", "collapsed_sections": [], "include_colab_link": true, "name": "Stolen_Bronzes.ipynb", "provenance": [], "toc_visible": true }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 1 }