├── code ├── cached_network_id.txt ├── image_embeddings │ └── 414930480.pkl ├── images_414930480 │ ├── 108462799_vk_pf_0.jpg │ ├── 1105070_vk_pf_0.jpg │ ├── 119678580_vk_pf_0.jpg │ ├── 122972283_vk_pf_0.jpg │ ├── 123446984_vk_pf_0.jpg │ ├── 125815610_vk_pf_0.jpg │ ├── 126617813_vk_pf_0.jpg │ ├── 131516120_vk_pf_0.jpg │ ├── 133890775_vk_pf_0.jpg │ ├── 134390678_vk_pf_0.jpg │ ├── 135280969_vk_pf_0.jpg │ ├── 141236356_vk_pf_0.jpg │ ├── 145957640_vk_pf_0.jpg │ ├── 15135091_vk_pf_0.jpg │ ├── 151481861_vk_pf_0.jpg │ ├── 151923832_vk_pf_0.jpg │ ├── 154895084_vk_pf_0.jpg │ ├── 157144910_vk_pf_0.jpg │ ├── 159870751_vk_pf_0.jpg │ ├── 162994735_vk_pf_0.jpg │ ├── 164482466_vk_pf_0.jpg │ ├── 164503419_vk_pf_0.jpg │ ├── 167281499_vk_pf_0.jpg │ ├── 168844559_vk_pf_0.jpg │ ├── 171573480_vk_pf_0.jpg │ ├── 173719337_vk_pf_0.jpg │ ├── 182259723_vk_pf_0.jpg │ ├── 184965800_vk_pf_0.jpg │ ├── 196849092_vk_pf_0.jpg │ ├── 205327224_vk_pf_0.jpg │ ├── 208209071_vk_pf_0.jpg │ ├── 214410233_vk_pf_0.jpg │ ├── 221541336_vk_pf_0.jpg │ ├── 222838908_vk_pf_0.jpg │ ├── 22752461_vk_pf_0.jpg │ ├── 231134578_vk_pf_0.jpg │ ├── 233389290_vk_pf_0.jpg │ ├── 235697631_vk_pf_0.jpg │ ├── 236045073_vk_pf_0.jpg │ ├── 242838000_vk_pf_0.jpg │ ├── 243167297_vk_pf_0.jpg │ ├── 244822655_vk_pf_0.jpg │ ├── 245817023_vk_pf_0.jpg │ ├── 245827059_vk_pf_0.jpg │ ├── 2492699_vk_pf_0.jpg │ ├── 2492699_vk_rest_0.jpg │ ├── 2492699_vk_rest_1.jpg │ ├── 2492699_vk_rest_2.jpg │ ├── 2492699_vk_rest_3.jpg │ ├── 256515381_vk_pf_0.jpg │ ├── 258757458_vk_pf_0.jpg │ ├── 259504406_vk_pf_0.jpg │ ├── 27088489_vk_pf_0.jpg │ ├── 277082016_vk_pf_0.jpg │ ├── 279845015_vk_pf_0.jpg │ ├── 284059860_vk_pf_0.jpg │ ├── 292582377_vk_pf_0.jpg │ ├── 296300800_vk_pf_0.jpg │ ├── 300165999_vk_pf_0.jpg │ ├── 315744656_vk_pf_0.jpg │ ├── 320558063_vk_pf_0.jpg │ ├── 322212960_vk_pf_0.jpg │ ├── 322386408_vk_pf_0.jpg │ ├── 331066627_vk_pf_0.jpg │ ├── 333396799_vk_pf_0.jpg │ ├── 336521927_vk_pf_0.jpg │ ├── 338684201_vk_pf_0.jpg │ ├── 341374208_vk_pf_0.jpg │ ├── 35361174_vk_pf_0.jpg │ ├── 365517529_vk_pf_0.jpg │ ├── 37307897_vk_pf_0.jpg │ ├── 373392058_vk_pf_0.jpg │ ├── 375480360_vk_pf_0.jpg │ ├── 383236656_vk_pf_0.jpg │ ├── 414930480_vk_pf_0.jpg │ ├── 417016421_vk_pf_0.jpg │ ├── 42297895_vk_pf_0.jpg │ ├── 446983467_vk_pf_0.jpg │ ├── 44887538_vk_pf_0.jpg │ ├── 449203823_vk_pf_0.jpg │ ├── 450237193_vk_pf_0.jpg │ ├── 453437492_vk_pf_0.jpg │ ├── 526519396_vk_pf_0.jpg │ ├── 531214740_vk_pf_0.jpg │ ├── 544907148_vk_pf_0.jpg │ ├── 551247004_vk_pf_0.jpg │ ├── 567549951_vk_pf_0.jpg │ ├── 608387928_vk_pf_0.jpg │ ├── 7214049_vk_pf_0.jpg │ ├── 7214049_vk_rest_0.jpg │ ├── 7214049_vk_rest_1.jpg │ ├── 7214049_vk_rest_2.jpg │ ├── 7214049_vk_rest_3.jpg │ ├── 73296740_vk_pf_0.jpg │ ├── 75780708_vk_pf_0.jpg │ ├── 79624116_vk_pf_0.jpg │ ├── 85849014_vk_pf_0.jpg │ ├── 8638431_vk_pf_0.jpg │ ├── 90844387_vk_pf_0.jpg │ ├── 93415163_vk_pf_0.jpg │ ├── 93839112_vk_pf_0.jpg │ ├── 95690402_vk_pf_0.jpg │ ├── 96252216_vk_pf_0.jpg │ ├── 108462799_vk_rest_0.jpg │ ├── 108462799_vk_rest_1.jpg │ ├── 108462799_vk_rest_2.jpg │ ├── 108462799_vk_rest_3.jpg │ ├── 119678580_vk_rest_0.jpg │ ├── 119678580_vk_rest_1.jpg │ ├── 119678580_vk_rest_2.jpg │ ├── 119678580_vk_rest_3.jpg │ ├── 122972283_vk_rest_0.jpg │ ├── 122972283_vk_rest_1.jpg │ ├── 122972283_vk_rest_2.jpg │ ├── 122972283_vk_rest_3.jpg │ ├── 123446984_vk_rest_0.jpg │ ├── 123446984_vk_rest_1.jpg │ ├── 123446984_vk_rest_2.jpg │ ├── 123446984_vk_rest_3.jpg │ ├── 126617813_vk_rest_0.jpg │ ├── 133890775_vk_rest_0.jpg │ ├── 133890775_vk_rest_1.jpg │ ├── 133890775_vk_rest_2.jpg │ ├── 133890775_vk_rest_3.jpg │ ├── 141236356_vk_rest_0.jpg │ ├── 141236356_vk_rest_1.jpg │ ├── 141236356_vk_rest_2.jpg │ ├── 141236356_vk_rest_3.jpg │ ├── 145957640_vk_rest_0.jpg │ ├── 145957640_vk_rest_1.jpg │ ├── 145957640_vk_rest_2.jpg │ ├── 145957640_vk_rest_3.jpg │ ├── 15135091_vk_rest_0.jpg │ ├── 15135091_vk_rest_1.jpg │ ├── 15135091_vk_rest_2.jpg │ ├── 15135091_vk_rest_3.jpg │ ├── 151923832_vk_rest_0.jpg │ ├── 151923832_vk_rest_1.jpg │ ├── 151923832_vk_rest_2.jpg │ ├── 151923832_vk_rest_3.jpg │ ├── 157144910_vk_rest_0.jpg │ ├── 157144910_vk_rest_1.jpg │ ├── 162994735_vk_rest_0.jpg │ ├── 162994735_vk_rest_1.jpg │ ├── 162994735_vk_rest_2.jpg │ ├── 162994735_vk_rest_3.jpg │ ├── 164482466_vk_rest_0.jpg │ ├── 164482466_vk_rest_1.jpg │ ├── 164482466_vk_rest_2.jpg │ ├── 164482466_vk_rest_3.jpg │ ├── 167281499_vk_rest_0.jpg │ ├── 167281499_vk_rest_1.jpg │ ├── 167281499_vk_rest_2.jpg │ ├── 167281499_vk_rest_3.jpg │ ├── 168844559_vk_rest_0.jpg │ ├── 168844559_vk_rest_1.jpg │ ├── 168844559_vk_rest_2.jpg │ ├── 168844559_vk_rest_3.jpg │ ├── 184965800_vk_rest_0.jpg │ ├── 184965800_vk_rest_1.jpg │ ├── 184965800_vk_rest_2.jpg │ ├── 184965800_vk_rest_3.jpg │ ├── 196849092_vk_rest_0.jpg │ ├── 196849092_vk_rest_1.jpg │ ├── 196849092_vk_rest_2.jpg │ ├── 196849092_vk_rest_3.jpg │ ├── 205327224_vk_rest_0.jpg │ ├── 205327224_vk_rest_1.jpg │ ├── 205327224_vk_rest_2.jpg │ ├── 205327224_vk_rest_3.jpg │ ├── 208209071_vk_rest_0.jpg │ ├── 208209071_vk_rest_1.jpg │ ├── 208209071_vk_rest_2.jpg │ ├── 208209071_vk_rest_3.jpg │ ├── 214410233_vk_rest_0.jpg │ ├── 214410233_vk_rest_1.jpg │ ├── 214410233_vk_rest_2.jpg │ ├── 214410233_vk_rest_3.jpg │ ├── 221541336_vk_rest_0.jpg │ ├── 221541336_vk_rest_1.jpg │ ├── 221541336_vk_rest_2.jpg │ ├── 221541336_vk_rest_3.jpg │ ├── 222838908_vk_rest_0.jpg │ ├── 222838908_vk_rest_1.jpg │ ├── 222838908_vk_rest_2.jpg │ ├── 222838908_vk_rest_3.jpg │ ├── 22752461_vk_rest_0.jpg │ ├── 22752461_vk_rest_1.jpg │ ├── 22752461_vk_rest_2.jpg │ ├── 22752461_vk_rest_3.jpg │ ├── 231134578_vk_rest_0.jpg │ ├── 231134578_vk_rest_1.jpg │ ├── 231134578_vk_rest_2.jpg │ ├── 231134578_vk_rest_3.jpg │ ├── 235697631_vk_rest_0.jpg │ ├── 235697631_vk_rest_1.jpg │ ├── 235697631_vk_rest_2.jpg │ ├── 235697631_vk_rest_3.jpg │ ├── 245817023_vk_rest_0.jpg │ ├── 245817023_vk_rest_1.jpg │ ├── 245817023_vk_rest_2.jpg │ ├── 245817023_vk_rest_3.jpg │ ├── 256515381_vk_rest_0.jpg │ ├── 256515381_vk_rest_1.jpg │ ├── 256515381_vk_rest_2.jpg │ ├── 256515381_vk_rest_3.jpg │ ├── 259504406_vk_rest_0.jpg │ ├── 259504406_vk_rest_1.jpg │ ├── 259504406_vk_rest_2.jpg │ ├── 259504406_vk_rest_3.jpg │ ├── 27088489_vk_rest_0.jpg │ ├── 27088489_vk_rest_1.jpg │ ├── 27088489_vk_rest_2.jpg │ ├── 27088489_vk_rest_3.jpg │ ├── 300165999_vk_rest_0.jpg │ ├── 300165999_vk_rest_1.jpg │ ├── 300165999_vk_rest_2.jpg │ ├── 300165999_vk_rest_3.jpg │ ├── 320558063_vk_rest_0.jpg │ ├── 320558063_vk_rest_1.jpg │ ├── 320558063_vk_rest_2.jpg │ ├── 320558063_vk_rest_3.jpg │ ├── 322212960_vk_rest_0.jpg │ ├── 322212960_vk_rest_1.jpg │ ├── 322212960_vk_rest_2.jpg │ ├── 322212960_vk_rest_3.jpg │ ├── 331066627_vk_rest_0.jpg │ ├── 331066627_vk_rest_1.jpg │ ├── 331066627_vk_rest_2.jpg │ ├── 338684201_vk_rest_0.jpg │ ├── 338684201_vk_rest_1.jpg │ ├── 338684201_vk_rest_2.jpg │ ├── 338684201_vk_rest_3.jpg │ ├── 341374208_vk_rest_0.jpg │ ├── 341374208_vk_rest_1.jpg │ ├── 341374208_vk_rest_2.jpg │ ├── 341374208_vk_rest_3.jpg │ ├── 35361174_vk_rest_0.jpg │ ├── 35361174_vk_rest_1.jpg │ ├── 365517529_vk_rest_0.jpg │ ├── 37307897_vk_rest_0.jpg │ ├── 37307897_vk_rest_1.jpg │ ├── 37307897_vk_rest_2.jpg │ ├── 37307897_vk_rest_3.jpg │ ├── 373392058_vk_rest_0.jpg │ ├── 373392058_vk_rest_1.jpg │ ├── 373392058_vk_rest_2.jpg │ ├── 373392058_vk_rest_3.jpg │ ├── 383236656_vk_rest_0.jpg │ ├── 383236656_vk_rest_1.jpg │ ├── 383236656_vk_rest_2.jpg │ ├── 383236656_vk_rest_3.jpg │ ├── 414930480_vk_rest_0.jpg │ ├── 414930480_vk_rest_1.jpg │ ├── 414930480_vk_rest_2.jpg │ ├── 414930480_vk_rest_3.jpg │ ├── 417016421_vk_rest_0.jpg │ ├── 417016421_vk_rest_1.jpg │ ├── 417016421_vk_rest_2.jpg │ ├── 417016421_vk_rest_3.jpg │ ├── 42297895_vk_rest_0.jpg │ ├── 446983467_vk_rest_0.jpg │ ├── 446983467_vk_rest_1.jpg │ ├── 446983467_vk_rest_2.jpg │ ├── 44887538_vk_rest_0.jpg │ ├── 44887538_vk_rest_1.jpg │ ├── 44887538_vk_rest_2.jpg │ ├── 44887538_vk_rest_3.jpg │ ├── 450237193_vk_rest_0.jpg │ ├── 450237193_vk_rest_1.jpg │ ├── 450237193_vk_rest_2.jpg │ ├── 450237193_vk_rest_3.jpg │ ├── 453437492_vk_rest_0.jpg │ ├── 453437492_vk_rest_1.jpg │ ├── 453437492_vk_rest_2.jpg │ ├── 453437492_vk_rest_3.jpg │ ├── 544907148_vk_rest_0.jpg │ ├── 544907148_vk_rest_1.jpg │ ├── 544907148_vk_rest_2.jpg │ ├── 544907148_vk_rest_3.jpg │ ├── 551247004_vk_rest_0.jpg │ ├── 551247004_vk_rest_1.jpg │ ├── 551247004_vk_rest_2.jpg │ ├── 551247004_vk_rest_3.jpg │ ├── 567549951_vk_rest_0.jpg │ ├── 567549951_vk_rest_1.jpg │ ├── 567549951_vk_rest_2.jpg │ ├── 567549951_vk_rest_3.jpg │ ├── 608387928_vk_rest_0.jpg │ ├── 608387928_vk_rest_1.jpg │ ├── 73296740_vk_rest_0.jpg │ ├── 73296740_vk_rest_1.jpg │ ├── 73296740_vk_rest_2.jpg │ ├── 73296740_vk_rest_3.jpg │ ├── 75780708_vk_rest_0.jpg │ ├── 75780708_vk_rest_1.jpg │ ├── 75780708_vk_rest_2.jpg │ ├── 75780708_vk_rest_3.jpg │ ├── 85849014_vk_rest_0.jpg │ ├── 85849014_vk_rest_1.jpg │ ├── 85849014_vk_rest_2.jpg │ ├── 85849014_vk_rest_3.jpg │ ├── 90844387_vk_rest_0.jpg │ ├── 90844387_vk_rest_1.jpg │ ├── 90844387_vk_rest_2.jpg │ ├── 90844387_vk_rest_3.jpg │ ├── 93415163_vk_rest_0.jpg │ ├── 93415163_vk_rest_1.jpg │ ├── 93415163_vk_rest_2.jpg │ ├── 93415163_vk_rest_3.jpg │ ├── 95690402_vk_rest_0.jpg │ ├── 95690402_vk_rest_1.jpg │ ├── 95690402_vk_rest_2.jpg │ └── 95690402_vk_rest_3.jpg ├── vk_foaf_crawler.py ├── socnet_app.py ├── clip_embedding_utils.py ├── vk_crawler_utils.py └── net_json │ └── 414930480.json ├── screenshots ├── demo1.png ├── demo2.png └── demo3.png ├── requirements.txt ├── LICENSE └── README.md /code/cached_network_id.txt: -------------------------------------------------------------------------------- 1 | 414930480 2 | -------------------------------------------------------------------------------- /screenshots/demo1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataSalo/SocNet_Dynamic_Image_Search/HEAD/screenshots/demo1.png 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/code/images_414930480/95690402_vk_rest_2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataSalo/SocNet_Dynamic_Image_Search/HEAD/code/images_414930480/95690402_vk_rest_2.jpg -------------------------------------------------------------------------------- /code/images_414930480/95690402_vk_rest_3.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataSalo/SocNet_Dynamic_Image_Search/HEAD/code/images_414930480/95690402_vk_rest_3.jpg -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | beautifulsoup4==4.11.1 2 | chromedriver-py==102.0.5005.27 3 | dash==2.2.0 4 | dash-core-components==2.0.0 5 | dash-cytoscape==0.2.0 6 | dash-html-components==2.0.0 7 | dash-table==5.0.0 8 | fastai==2.5.3 9 | huggingface-hub==0.4.0 10 | requests==2.27.1 11 | scikit-learn==1.0.2 12 | scipy==1.7.3 13 | selenium==4.1.2 14 | spacy==3.2.3 15 | spacy-legacy==3.0.9 16 | spacy-loggers==1.0.1 17 | tensorboard==2.8.0 18 | tensorboard-data-server==0.6.1 19 | tensorboard-plugin-wit==1.8.1 20 | tensorflow==2.8.0 21 | tensorflow-io-gcs-filesystem==0.25.0 22 | termcolor==1.1.0 23 | tf-estimator-nightly==2.8.0.dev2021122109 24 | tokenizers==0.11.6 25 | torch==1.10.2 26 | torchaudio==0.10.2 27 | torchvision==0.11.3 28 | transformers==4.17.0 -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2022 DataSalo 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /code/vk_foaf_crawler.py: -------------------------------------------------------------------------------- 1 | import os 2 | import json 3 | from vk_crawler_utils import vk_login, get_profile_name, scrape_friends, get_orc_images 4 | from clip_embedding_utils import generate_embedding_matrix 5 | 6 | def scrape_friend_friend_graph(id_, email, pwd): 7 | """Logins into VK via Selenium using `email` and `pwd`. Afterwards, accesses the VK profile 8 | of the user associated with `vk` and scrapes all existing edge connections between that user's 9 | friends. Additionally, the script downloads and stores all top profile images for further analysis. 10 | The scraped FoaF network is stored in a JSON format compatible with Cytoscape.js. 11 | """ 12 | vk_login(email, pwd) 13 | print('Scrapping central target') 14 | central_target = get_profile_name(id_.strip()) 15 | print('Scrapping friends of target') 16 | 17 | friends = scrape_friends(id_) 18 | friend_ids = {f['vkId'] for f in friends} 19 | print(f'Identified {len(friend_ids)} friends.') 20 | friend_to_friend = {} 21 | print('Scraping friend-of-a-friend network') 22 | for friend_id in friend_ids: 23 | fof_ids = {f['vkId'] for f in scrape_friends(friend_id)} 24 | overlap = friend_ids & fof_ids 25 | if(overlap): 26 | friend_to_friend[friend_id] = overlap 27 | 28 | # Directory where all images associated with target and friends of target will be be stored. 29 | img_dir = f'images_{id_}' 30 | os.makedirs(img_dir, exist_ok=True) 31 | print('Downloading images associated with the target and friends') 32 | id_to_imgs = {id_: get_orc_images(id_, img_dir)} 33 | for f_id in friend_ids: 34 | id_to_imgs[f_id] = get_orc_images(f_id, img_dir) 35 | 36 | print('Computing and caching the downloaded image embeddings.') 37 | generate_embedding_matrix(id_) 38 | print('Saving friend-of-a-friend network.') 39 | gen_cytscape_json(central_target, friends, friend_to_friend, id_to_imgs) 40 | 41 | def gen_cytscape_json(central_target, friends, friend_to_friend, id_to_imgs, 42 | json_dir='net_json'): 43 | """The scraped FoaF network is stored in a JSON format compatible with Cytoscape.js.""" 44 | nodes = [] 45 | target_id = central_target['vkId'] 46 | for person in [central_target] + friends: 47 | id_ = person['vkId'] 48 | node_data = {'id': id_, 'name': person['name'], 'url': person['vk_link'], 49 | 'image': id_to_imgs.get(id_, [''])[0], 50 | 'category': 'regular' if id_ != target_id else 'central_target'} 51 | nodes.append({'data': node_data}) 52 | 53 | # NOTE: We only include edges between friends the target and other friends. We skip over the edges between 54 | # friends and the target. Otherwise the final edge-dense visualization will be unmanageable. 55 | edges = [] 56 | for id1, fof in friend_to_friend.items(): 57 | edges.extend([{'data': {'source': id1, 'target': id2}} for id2 in fof]) 58 | 59 | fname = os.path.join(json_dir, f'{target_id}.json') 60 | with open(fname, 'w') as f: 61 | json.dump(nodes + edges, f) 62 | 63 | 64 | if __name__ == '__main__': 65 | id_ = input('\nEnter VK id (example: 414930480):\n') 66 | email = input('\nEnter VK email:\n') 67 | pwd = input('\nEnter VK password:\n') 68 | scrape_friend_friend_graph(id_, email, pwd) 69 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # SocNet Dynamic Image Search 2 | Automatically identify and highlight targets (Russian soldiers, right-wing extremists etc) in visualized social networks 3 | 4 | ## Team Members 5 | UlyssesNYC 6 | https://medium.com/@DataSalo 7 | 8 | ## Tool Description 9 | This sections discusses the purpose and motivation for the tool, and how it addresses a tool need you've identified. 10 | 11 | ## Installation 12 | 13 | 1. Make sure you have Python version 3.8 or greater installed 14 | 15 | 2. Download the tool's repository using the command: 16 | 17 | git clone https://github.com/DataSalo/SocNet_Dynamic_Image_Search.git 18 | 19 | 3. Move to the tool's directory and install the necessary requirement 20 | 21 | cd SocNet_Dynamic_Image_Search 22 | pip install -r requirements.txt 23 | 4. For those users who also wish to carry out a Selenium driven friend-of-a-friend VK search, please follow the instructions [here](https://selenium-python.readthedocs.io/installation.html) for Selenium driver installation 24 | 25 | ## Usage 26 | ### Socnet App Usage for Network Visualization with Dynamic Image Search 27 | 1. Go to `SocNet_Dynamic_Image_Search/code` and run `python socnet_app.py`. 28 | 2. Go to http://127.0.0.1:8050/ in your browser to display the precomputed network whose id is stored `cached_network_id.txt` (how to compute and cache new networks is dicussed later. 29 | 3. The network is visualized but none of the people nodes are labeled. Run a an image search on the upper-left corner of the screen for a photo category of interest such as "soldier", "guns", "confederate flag" or "[man in cowboy hat](https://www.bellingcat.com/news/2022/08/05/tracking-the-faceless-killers-who-mutilated-and-executed-a-ukrainian-pow/)". 30 | 4. The nodes with match photographs are now filled in with those photos.![Screenshot](screenshots/demo1.png) 31 | 5. Use the mouse to drag the network and zoom into the network cluster of interest.![Screenshot](screenshots/demo2.png) 32 | 6. Click any node to display the associated person's name, photograph, and social media profile link. ![Screenshot](screenshots/demo3.png) 33 | 34 | ### Crawling a Friend-of-a-Friend Social Network for an Individual VK ID 35 | 1. Go to `SocNet_Dynamic_Image_Search/code` and run `vk_foaf_crawler.py`. 36 | 2. Follow prompt to specify the VK id of the user whose friend-of-a-friend network we wish to crawl. The example id used in the demo was `414930480`. 37 | 3. Follow prompts to enter the email and password of an accessible VK account. 38 | 4. The script will proceed to identify all friends of the user and then obtain existing links between friends. It will also download all recent posted images associated with these users. 39 | 5. The network will be cached locally. It will be assigned a network id associated with the specified VK account. 40 | 6. Altering the id in the `cached_network_id.txt` file will ensure that this cached network gets displayed when we activate the Socnet Visualization App. 41 | 42 | #### Example I/O 43 | ``` 44 | Enter VK id (example: 414930480): 45 | 414930480 46 | 47 | Enter VK email: 48 | ulyssesnycc@gmail.com 49 | 50 | Enter VK password: 51 | password123 52 | 53 | Scrapping central target 54 | https://vk.com/id414930480 55 | Scrapping friends of target 56 | Identified 94 friends. 57 | Scraping friend-of-a-friend network 58 | Downloading images associated with the target and friends 59 | Computing and caching the downloaded image embeddings. 60 | Saving friend-of-a-friend network. 61 | ``` 62 | 63 | ## Additional Information 64 | 1. My choice for utilizing Cytoscape.js was partially driven by its ability to handle embedded images within nodes; as well as easy callbacks between graph interactions and html surrounding the network (which allowed me display enlarged photos / profile info with each click). Other, more sophisticated tools don't always allow for this level of interaction. 65 | 2. Right now, the visualization tool requires that the network of interest be cached and stored locally under a specific network id. This is because the associated images and searchable image embeddings must also be stored locally. Currently, the cached network id must be specified within the `cached_network_id.txt` config file prior to app launch. Eventually, I'd like to make the cached networks accessible directly from the app; so that the user can seamlessly switch between multiple cached networks of choice. 66 | 3. Eventually, I'd like to split the VK friend-of-a-friend crawler into a separate repo. For those who are wondering why the crawler depends on something as cumbersome as Selenium, it is because it's much harder to crawl user-friends at scale using more streamlined tools like the Selenium API. 67 | 4. Eventually, I'd like to expand the repertoire of crawlers to other social networks (including Twitter / Instagram) in order to better align with investigator use-cases. 68 | -------------------------------------------------------------------------------- /code/socnet_app.py: -------------------------------------------------------------------------------- 1 | """Dash app to display a specified precomputed network, with text-to-image search that dynamically embeds 2 | all matched images into the nodes.""" 3 | import os 4 | import dash 5 | import dash_cytoscape as cyto 6 | from dash import html, dcc 7 | from dash.dependencies import Input, Output, State 8 | import base64 9 | import json 10 | import pickle 11 | 12 | from clip_embedding_utils import run_query 13 | 14 | with open('cached_network_id.txt') as f: 15 | # Cached network id loaded from local parameter file. 16 | # (TODO): Find better way to specify network id argument. 17 | TARGET_ID = f.read().strip() 18 | 19 | def b64_image(image_filename): 20 | """Loads local image for cytoscape insertion. Otherwise the image won't show locally.""" 21 | with open(image_filename, 'rb') as f: 22 | image = f.read() 23 | 24 | return 'data:image/png;base64,' + base64.b64encode(image).decode('utf-8') 25 | 26 | def load_net(target_id, query=None, embedding_dir='image_embeddings', json_dir='net_json'): 27 | """Load a procomputed network in cytoscape json format. Returns network and stylesheet. 28 | If text-to-image query is specified, and the matched images are visualized within 29 | nodes of the network.""" 30 | stylesheet = [{"selector": "[category='regular']","style": {"background-color": "pink",}}, 31 | {"selector": "[category='central_target']","style": {"background-color": "red",}}] 32 | fname = os.path.join(json_dir, f'{target_id}.json') 33 | with open(fname) as json_file: 34 | network = json.load(json_file) 35 | 36 | if not query: 37 | return network, stylesheet 38 | 39 | fname = os.path.join(embedding_dir, f'{target_id}.pkl') 40 | M_images = pickle.load(open(fname,'rb')) 41 | # Runs a text-to-image query. 42 | id_to_images = run_query(query, M_images, f'images_{target_id}') 43 | for element in network: 44 | data = element['data'] 45 | id_ = data.get('id') 46 | if not id_: 47 | # Reached the network edges. 48 | break 49 | 50 | if data['category'] == 'central_target': 51 | continue 52 | 53 | if id_ in id_to_images: 54 | # Found a match. 55 | data['category'] = 'query_match' 56 | match_image = id_to_images[id_] 57 | data['match_image'] = match_image 58 | # Embeds the matched image in the associated node. 59 | selector = {"selector": f"#{id_}", 60 | "style": {"background-fit": "cover", 61 | "background-image": f"{b64_image(match_image)}",}} 62 | stylesheet.append(selector) 63 | return network, stylesheet 64 | 65 | def generate_cytoscape_network(query=None): 66 | network, stylesheet = load_net(TARGET_ID, query) 67 | return cyto.Cytoscape( 68 | id='friend_of_friend_network', 69 | layout={'name': 'cose-bilkent'}, 70 | style={'width': '100%', 'height': '400px'}, 71 | stylesheet=stylesheet, 72 | elements=network 73 | ) 74 | 75 | def get_search_form(): 76 | # Search form to initiate the query. 77 | return html.Div([ 78 | html.Div(dcc.Input(id='input-on-submit', type='text', placeholder='Enter Image Description')), 79 | html.Button('Image Search', id='submit-val', n_clicks=0), 80 | ]) 81 | 82 | 83 | app = dash.Dash(__name__) 84 | 85 | @app.callback( 86 | Output('friend_of_friend_network', 'elements'), 87 | Output('friend_of_friend_network', 'stylesheet'), 88 | Input('submit-val', 'n_clicks'), 89 | State('input-on-submit', 'value') 90 | ) 91 | def update_output(n_clicks, query): 92 | network, stylesheet = load_net(TARGET_ID, query) 93 | return (network, stylesheet) 94 | 95 | @app.callback(Output("cytoscape-tapNodeData-output", "children"), [Input("friend_of_friend_network", "tapNodeData")]) 96 | def displayTapNodeData(data): 97 | """Displays linked profile information whenever a node is clicked""" 98 | if data: 99 | name = data["name"] 100 | if data['category'] == 'central_target': 101 | name += ': CENTRAL TARGET' 102 | vk_url = data['url'] 103 | name_link = html.A(html.H3(name), target="_blank", href=vk_url) 104 | result = [name_link] 105 | img_src = data.get('image') if 'match_image' not in data else data['match_image'] 106 | 107 | if img_src: 108 | img_div = html.Div(html.Img(src=f"{b64_image(img_src)}", height=400, width=400)) 109 | result.append(img_div) 110 | return html.Div(result) 111 | 112 | 113 | cyto.load_extra_layouts() 114 | 115 | 116 | style_list = [] 117 | 118 | app.layout = html.Div([ 119 | get_search_form(), 120 | generate_cytoscape_network(), 121 | html.Div(id="cytoscape-tapNodeData-output"), 122 | 123 | ]) 124 | 125 | if __name__ == '__main__': 126 | app.run_server(debug=True) 127 | -------------------------------------------------------------------------------- /code/clip_embedding_utils.py: -------------------------------------------------------------------------------- 1 | """Tools to generate image and store CLIP image embeddings and to conduct a text-to-image search based on these 2 | embeddings.""" 3 | import os 4 | import pickle 5 | import numpy as np 6 | 7 | from PIL import Image 8 | from sklearn.metrics.pairwise import cosine_similarity 9 | from scipy.special import softmax 10 | from transformers import CLIPProcessor, CLIPModel, CLIPTokenizer 11 | 12 | # OPENAI's CLIP model can check whether images match-up with conceptual categories described by text. 13 | MODEL = CLIPModel.from_pretrained("openai/clip-vit-base-patch32") 14 | PROCESSOR = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch32") 15 | TOKENIZER = CLIPTokenizer.from_pretrained("openai/clip-vit-base-patch32") 16 | 17 | def run_query(prompt, M_images, img_dir, 18 | anti_prompt="person", img_type='photo', min_prob=0.91): 19 | 20 | """Conducts a text-to-image search across a set of images and their precomputed embeddings. Returns the set of 21 | image files (and their associated social media ids) that pass the required similarity threshold. 22 | 23 | Parameters 24 | ---------- 25 | prompt: str 26 | The search query. 27 | M_images: np.array 28 | NumPy matrix of image embeddings. 29 | img_dir: str 30 | The directory were the image files are stored. We take as an invariant that the sorted image names in that 31 | directory align with the rows of `M_images`. 32 | anti_prompt: str 33 | A different conceptual category used to counterbalance the query. Qualitatively; setting the anti-prompt 34 | to `person` for social media images yields greater precision. 35 | img_type: str 36 | Is the we're looking for a photo / drawing etc. 37 | min_prob: float 38 | The minimum precision probability required to return a match. 39 | 40 | Returns 41 | ------- 42 | id_to_img: dict 43 | A mapping between social media ids and matched images that were posted by these users. 44 | """ 45 | anti_img_type = {'photo': 'drawing', 'drawing': 'photo'}.get(img_type) 46 | text = [f"a {img_type} of a {prompt}"] 47 | if anti_prompt is not None: 48 | if anti_prompt == 'person' and 'woman' in prompt: 49 | # A hack to improve precision when the prompt is specific for women relative to men. 50 | anti_prompt = 'man' 51 | text.append(f"a {img_type} of a {anti_prompt}") 52 | else: 53 | text.append(f"not a {img_type} of a {prompt}") 54 | 55 | if anti_img_type is not None: 56 | # Ensures that the appropriate image types get returned. 57 | text.extend([f"a {anti_img_type} of a {prompt}"]) 58 | 59 | inputs = TOKENIZER(text, padding=True, return_tensors="pt") 60 | # Computes the text embeddings on on the prompts. 61 | text_features = MODEL.get_text_features(**inputs) 62 | # Computes the cosine similarities between the text and image embeddings. 63 | sim_matrix = cosine_similarity(M_images, text_features.detach().numpy()) 64 | # Takes the row-wise softmax of the cosine similarities to generate the probabilities. 65 | probs = softmax(sim_matrix * 100, axis=1).T[0] 66 | # Returns those matches with a probability that's >= min_prob. 67 | image_fnames = [os.path.join(img_dir, e) for i, e in enumerate(sorted(os.listdir(img_dir))) 68 | if probs[i] >= min_prob] 69 | id_to_img = {} 70 | for fname in image_fnames: 71 | # Extracts what is presumed to be a social media idea from each image. 72 | id_ = fname.split('/')[-1].split('_')[0] 73 | if id_ not in id_to_img: 74 | # Tracks the mapping between social media ids and the first matched image for each id. 75 | id_to_img[id_] = fname 76 | return id_to_img 77 | 78 | 79 | 80 | def generate_embedding_matrix(target_id, embedding_dir='image_embeddings'): 81 | """Computes the matrix of image embeddings from locally stored image files and subsequently saves 82 | the matrix for text-to-image search lookup.""" 83 | img_dir = f'images_{target_id}' 84 | img_names = [os.path.join(img_dir, e) for e in sorted(os.listdir(img_dir))] 85 | M_images = None 86 | for i in range(0, len(img_names), 10): 87 | # Iteratively generates the embedding images in batch. 88 | image_batch = _load_image_batch(img_names, start_index=i, end_index=min(i + 10, len(img_names))) 89 | inputs = PROCESSOR(images=image_batch, return_tensors="pt") 90 | image_features = MODEL.get_image_features(**inputs).detach().numpy() 91 | if M_images is None: 92 | M_images = image_features 93 | else: 94 | # Updates the matrix with the latest embedding batch. 95 | M_images = np.vstack((M_images, image_features)) 96 | 97 | fname = os.path.join(embedding_dir, f'{target_id}.pkl') 98 | file = open(fname, 'wb') 99 | pickle.dump(M_images, file) 100 | file.close() 101 | 102 | def _load_image(image_fname): 103 | """Images must be be converted to RBG format prior processing with CLIP model""" 104 | return Image.open(image_fname).convert('RGB') 105 | 106 | def _load_image_batch(img_names, start_index=0, end_index=100): 107 | return [_load_image(n) for n in img_names[start_index: end_index]] 108 | -------------------------------------------------------------------------------- /code/vk_crawler_utils.py: -------------------------------------------------------------------------------- 1 | """Useful utilities for scrapping VK data using Selenium""" 2 | import time 3 | import os 4 | import requests 5 | 6 | from PIL import Image 7 | from selenium import webdriver 8 | from bs4 import BeautifulSoup 9 | from webdriver_manager.chrome import ChromeDriverManager 10 | from selenium.webdriver.common.by import By 11 | from selenium.webdriver.support.ui import WebDriverWait 12 | from selenium.webdriver.support import expected_conditions as EC 13 | 14 | BROWSER = None 15 | 16 | def vk_login(email, pwd): 17 | """Logins into specified VK account""" 18 | global BROWSER 19 | if BROWSER is None: 20 | BROWSER = webdriver.Chrome(ChromeDriverManager().install()) 21 | 22 | BROWSER.get('https://vk.com/') 23 | email_field = WebDriverWait(BROWSER, 10).until(EC.presence_of_element_located((By.ID, "index_email"))) 24 | email_field.send_keys(email) 25 | 26 | BROWSER.find_element(By.CLASS_NAME, 'VkIdForm__signInButton').click() 27 | pwd_field = WebDriverWait(BROWSER, 10).until(EC.presence_of_element_located((By.NAME, "password"))) 28 | pwd_field.send_keys('Password123') 29 | BROWSER.find_element(By.CLASS_NAME, 'vkuiButton__in').click() 30 | 31 | def get_profile_name(id_): 32 | """Returns the name and info associated with a VK account.""" 33 | vk_url = f'https://vk.com/id{id_}' 34 | print(vk_url) 35 | time.sleep(1) 36 | BROWSER.get(vk_url) 37 | page_name = WebDriverWait(BROWSER, 10).until(EC.presence_of_element_located((By.CLASS_NAME, "page_name"))) 38 | name = page_name.text 39 | return {"vkId": id_, "vk_link": f"https://vk.com/id{id_}", "name": name} 40 | 41 | 42 | SCROLL_PAUSE_TIME = 0.5 43 | def scrape_friends(id_): 44 | """Scrapes the friends associated with a particular friend id. Note the this involves 45 | the automated scrolling of downward of the browser-window to grab all friends. This 46 | scrolling will not happen if a screensaver is running.""" 47 | url = f'https://vk.com/friends?id={id_}§ion=all' 48 | BROWSER.get(url) 49 | friends = load_friends_info(BeautifulSoup(BROWSER.page_source, features="lxml")) 50 | if not friends: 51 | return [] 52 | 53 | _scroll_down() 54 | if len(friends) > 5: 55 | time.sleep(0.5) 56 | _scroll_down() 57 | 58 | html = BROWSER.page_source 59 | soup = BeautifulSoup(html, features="lxml") 60 | return load_friends_info(soup) 61 | 62 | def load_friends_info(soup): 63 | """Loads friend divs from Beautiful soup.""" 64 | class_name = "friends_user_row friends_user_row--fullRow" 65 | friend_divs = soup.find_all('div', attrs={"class": class_name}) 66 | friends = [_get_friend_info(div) for div in friend_divs] 67 | return [friend for friend in friends if friend] 68 | 69 | def _get_friend_info(div): 70 | """Gets the information for an individual friend.""" 71 | id_ = _get_friend_id(div) 72 | if not id_: 73 | return {} 74 | 75 | img = div.find('img') 76 | if not img: 77 | return {} 78 | 79 | name = img.get('alt') 80 | if not name or name == 'DELETED': 81 | return {} 82 | 83 | src_url = img['src'] 84 | if not src_url.startswith('https:'): 85 | return {} 86 | 87 | return {"vkId": id_, 88 | "vk_link": f"https://vk.com/id{id_}", 89 | "name": name, 90 | "img": src_url} 91 | 92 | def _get_friend_id(div): 93 | friend_id = div.get('id', '') 94 | if 'friends_user_row' in friend_id: 95 | return friend_id.split('friends_user_row')[-1].strip() 96 | else: 97 | return '' 98 | 99 | def _scroll_down(): 100 | """Keeps scrolling the browser window downward to load more friends.""" 101 | last_height = BROWSER.execute_script("return document.body.scrollHeight") 102 | 103 | while True: 104 | # Scroll down to bottom 105 | BROWSER.execute_script("window.scrollTo(0, document.body.scrollHeight);") 106 | 107 | # Wait to load page 108 | time.sleep(SCROLL_PAUSE_TIME) 109 | 110 | # Calculate new scroll height and compare with last scroll height 111 | new_height = BROWSER.execute_script("return document.body.scrollHeight") 112 | if new_height == last_height: 113 | break 114 | last_height = new_height 115 | 116 | 117 | def get_orc_images(vk_id, img_path): 118 | """Downloads all images associated with a vk id. Returns the stored filenames of these images.""" 119 | fnames = [] 120 | url = f'https://vk.com/id{vk_id}' 121 | img_profile, img_list = get_orc_img_urls(url) 122 | if img_profile: 123 | fnames.append(download_prof_pic(vk_id, img_profile, path=img_path)) 124 | 125 | fnames.extend(download_orc_imgs(vk_id, img_list, path=img_path)) 126 | return fnames 127 | 128 | def get_orc_img_urls(vk_url, fname_prefix='vk_profile_'): 129 | """Downloads all image photos accessible from main VK page.""" 130 | image_files = [] 131 | soup = load_vk_soup(vk_url) 132 | 133 | imgs = [a.get('href') 134 | for a in soup.find_all('a', attrs={"id":"profile_photo_link"})] 135 | 136 | imgs = ['https://vk.com' + img + '?rev=1' for img in imgs if img] 137 | img_a = imgs[0] if imgs else '' 138 | imgs = [a.get('src') 139 | for a in soup.find_all('img', attrs={"class":"page_avatar_img"})] 140 | img_b = imgs[0] if imgs else '' 141 | imgs_c = ['https://vk.com' + a.get('href') 142 | for a in soup.find_all('a', attrs={"class":"page_square_photo"})] 143 | 144 | if img_b: 145 | return img_b, imgs_c 146 | return '', [img_a] + imgs_c if img_a else imgs_c 147 | 148 | def load_vk_soup(url): 149 | """Loads url html in BS""" 150 | BROWSER.get(url) 151 | html = BROWSER.page_source 152 | soup = BeautifulSoup(html, features="lxml") 153 | return soup 154 | 155 | 156 | def download_prof_pic(id_, pimage_url, path='images'): 157 | """Downloads the profile picture directly and writes to disk.""" 158 | img_suffix = f'vk_pf' 159 | fname_prefix = f"{path}/{id_}_{img_suffix}" 160 | suffix = '_0.jpg' 161 | fname = fname_prefix + suffix 162 | img_data = requests.get(pimage_url).content 163 | with open(fname, 'wb') as handler: 164 | handler.write(img_data) 165 | handler.close() 166 | 167 | return fname 168 | 169 | def download_orc_imgs(id_, image_list, path='images'): 170 | """Downloads all image photos accessible from main VK page using screenshots, since these images 171 | are trickier to download directly.""" 172 | fnames = [] 173 | for i, url in enumerate(image_list): 174 | img_suffix = f'vk_rest' 175 | fname_prefix = f"{path}/{id_}_{img_suffix}" 176 | suffix = f'_{i}.jpg' 177 | fname = fname_prefix + suffix 178 | try: 179 | _save_orc_pic(url, fname) 180 | except: 181 | continue 182 | 183 | fnames.append(fname) 184 | 185 | return fnames 186 | 187 | 188 | def _save_orc_pic(url, fname): 189 | """Saves screenshot to temporary image""" 190 | BROWSER.get(url) 191 | time.sleep(0.5) 192 | # Takes a screenshot. 193 | BROWSER.save_screenshot("screenshot.png") 194 | im = Image.open("screenshot.png").convert('RGB').save(fname,"JPEG") 195 | -------------------------------------------------------------------------------- /code/net_json/414930480.json: -------------------------------------------------------------------------------- 1 | [{"data": {"id": "414930480", "name": "Nikita Markeev", "url": "https://vk.com/id414930480", "image": "images_414930480/414930480_vk_pf_0.jpg", "category": "central_target"}}, {"data": {"id": "544907148", "name": "Stepan Lomov", "url": "https://vk.com/id544907148", "image": "images_414930480/544907148_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "245817023", "name": "Daniil Nazarenko", "url": "https://vk.com/id245817023", "image": "images_414930480/245817023_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "168844559", "name": "Anastasia Alexeeva", "url": "https://vk.com/id168844559", "image": "images_414930480/168844559_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "222838908", "name": "Lyonya Petrov", "url": "https://vk.com/id222838908", "image": "images_414930480/222838908_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "322212960", "name": "Katerina Ushakova", "url": "https://vk.com/id322212960", "image": "images_414930480/322212960_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "284059860", "name": "Vlad Oshev", "url": "https://vk.com/id284059860", "image": "images_414930480/284059860_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "208209071", "name": "Alexander Blazhievsky", "url": "https://vk.com/id208209071", "image": "images_414930480/208209071_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "365517529", "name": "Ivan Vano", "url": "https://vk.com/id365517529", "image": "images_414930480/365517529_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "338684201", "name": "Baktybek Musaev", "url": "https://vk.com/id338684201", "image": "images_414930480/338684201_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "85849014", "name": "Andrey Chizhikov", "url": "https://vk.com/id85849014", "image": "images_414930480/85849014_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "95690402", "name": "Mikhail Vut", "url": "https://vk.com/id95690402", "image": "images_414930480/95690402_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "35361174", "name": "Alexander Romanov", "url": "https://vk.com/id35361174", "image": "images_414930480/35361174_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "279845015", "name": "Ruslan Ruslanov", "url": "https://vk.com/id279845015", "image": "images_414930480/279845015_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "256515381", "name": "Philip Shilkov", "url": "https://vk.com/id256515381", "image": "images_414930480/256515381_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "93839112", "name": "Vladislav Chernyshov", "url": "https://vk.com/id93839112", "image": "images_414930480/93839112_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "151481861", "name": "Nikolay Tot", "url": "https://vk.com/id151481861", "image": "images_414930480/151481861_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "245827059", "name": "Egor Belyaev", "url": "https://vk.com/id245827059", "image": "images_414930480/245827059_vk_pf_0.jpg", "category": "regular"}}, {"data": {"id": "292582377", "name": "Dima Grot", "url": "https://vk.com/id292582377", 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