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diff --git a/scraper/reports/doi_institutions_geocoded.csv b/scraper/reports/doi_institutions_geocoded.csv
index 0653dfaf..1334538e 100644
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@@ -2590,7 +2590,7 @@ f180db1f0216c097ed9d669ea69e9d3eddd8eb8a,Distributed eigenfaces for massive face
 05dc1d27ade984a1d85e104b11aa3380fcd0d8ad,Establishing Point Correspondence of 3D Faces Via Sparse Facial Deformable Model,Zhejiang University,Zhejiang University,"浙江大学之江校区, 之江路, 转塘街道, 西湖区 (Xihu), 杭州市 Hangzhou, 浙江省, 310008, 中国",30.19331415,120.11930822,edu,,China

 0547c44cb896e1cc38130ae8cc6b04dc21179045,Fast-Match: Fast Affine Template Matching,Tel Aviv University,Tel Aviv University,"אוניברסיטת תל אביב, כיכר מנדל, תל אביב - יפו, אפקה, תל אביב-יפו, מחוז תל אביב, NO, ישראל",32.11198890,34.80459702,edu,,Israel

 05b9c1ad0cfe1bdb68f470492c9a593bf78d5192,Temporal Localization of Actions with Actoms,INRIA Grenoble,"INRIA Grenoble Rhone-Alpes, FRANCE","INRIA, 655, Avenue de l'Europe, Innovallée Montbonnot, Montbonnot-Saint-Martin, Grenoble, Isère, Auvergne-Rhône-Alpes, France métropolitaine, 38330, France",45.21829860,5.80703193,edu,,France

-05ab005c19a7c06c2570727dedf1d77df41b4884,A Multi-Task Learning CNN for Image Steganalysis,"Guangdong Police College Guangzhou, Guangdong, China","Faculty of Forensic Science and Technology, Guangdong Police College Guangzhou, Guangdong, P. R. China","500 Binjiang E Rd, BinJiang Lu, Haizhu Qu, Guangzhou Shi, Guangdong Sheng, China",23.10468800,113.28799600,company,,China

+05ab005c19a7c06c2570727dedf1d77df41b4884,A Multi-Task Learning CNN for Image Steganalysis,"Guangdong Police College Guangzhou, Guangdong, China","Faculty of Forensic Science and Technology, Guangdong Police College Guangzhou, Guangdong, P. R. China","500 Binjiang E Rd, BinJiang Lu, Haizhu Qu, Guangzhou Shi, Guangdong Sheng, China",23.10468800,113.28799600,gov,,China

 05287cbad6093deffe9a0fdb9115605595dfeaf0,yBRIEF: A study of non-Gaussian Binary Elementary Features,"Neptec Design Group Ltd, Kanata, Ontario K2K 1Y5, Canada","Neptec Design Group Ltd, Kanata, Ontario K2K 1Y5, Canada","302 Legget Dr, Kanata, ON K2K 1Y5, Canada",45.34141540,-75.90070440,edu,,Canada

 05785cb0dcaace54801aa486d4f8fdad3245b27a,Novel generative model for facial expressions based on statistical shape analysis of landmarks trajectories,"CRIStAL UMR, France","Télécom Lille, CRIStAL UMR (CNRS 9189), France","Lille, France",50.62925000,3.05725600,edu,,France

 0599c0c33a99d6d261ed7e93a7f727ba8bfe0e0c,Computationally efficient scene categorization in complex dynamic environments,"Army Research Laboratory, Adelphi, Maryland, United States of America","Army Research Laboratory, Adelphi, Maryland, United States of America","2800 Powder Mill Rd, Adelphi, MD 20783, USA",39.02985870,-76.96380270,edu,,United States

@@ -6222,7 +6222,7 @@ f7dbb15ed72d1282445178dab3368d7676763aa6,On multi-modal people tracking from mob
 7549fbaa8911c499ffd0d1ad9013a72eee5d95cc,Recognizing planar kinematic mechanisms from a single image using evolutionary computation,Carnegie Mellon University - Silicon Valley,"Carnegie Mellon University - Silicon Valley, Moffett Field, CA, USA","NASA Research Park, Building 23 Moffett Field, CA 94035, United States",37.41043000,-122.05975300,edu,,United States

 75410eb80800f8b51b555da7d61b03b3fe58cc47,Single shot object detection with top-down refinement,Tsinghua University,Tsinghua University,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国",40.00229045,116.32098908,edu,,China

 75a1406d26bc6faef8ffa3da00fdf6b7621b7754,Reliable scale estimation and correction for monocular Visual Odometry,Australian National University,Australian National University,"Canberra ACT 0200, Australia",-35.27769990,149.11852700,edu,,Australia

-7587a09d924cab41822a07cd1a988068b74baabb,Image scoring: Patch based CNN model for small or medium dataset,"Sichuan Police College, Luzhou, China","Sichuan Police College, Luzhou, China","China, Sichuan Sheng, Luzhou Shi, Jiangyang Qu, 江阳西路34号",28.87451300,105.43182700,edu,,China

+7587a09d924cab41822a07cd1a988068b74baabb,Image scoring: Patch based CNN model for small or medium dataset,"Sichuan Police College, Luzhou, China","Sichuan Police College, Luzhou, China","China, Sichuan Sheng, Luzhou Shi, Jiangyang Qu, 江阳西路34号",28.87451300,105.43182700,gov,,China

 75b84ce3900558621af0b83ed5d413542014d911,Vision-based detection and pose estimation for formation of micro aerial vehicles,National University of Singapore,National University of Singapore,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore",1.29620180,103.77689944,edu,,Singapore

 75b51140d08acdc7f0af11b0ffa1edb40ebbd059,Selecting discriminant eigenfaces by using binary feature selection,Shanghai Jiao Tong University,Shanghai Jiao Tong University,"上海交通大学（徐汇校区）, 淮海西路, 番禺小区, 平阴桥, 徐汇区, 上海市, 200052, 中国",31.20081505,121.42840681,edu,,China

 75b60cdbaa2ab77b169ed0d1e478ebff07468ef8,Multiscale Logarithm Difference Edgemaps for Face Recognition Against Varying Lighting Conditions,JiaYing University,"JiaYing University, Meizhou, China","China, Guangdong, Meizhou, Meijiang, 梅松路100号",24.32538700,116.12873200,edu,,China