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Wed, Jan 26, 2022 03:47 PM
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Social network analysis is hardly a new concept, but the advent of new tools has reinvigorated this
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Social network analysis is hardly a new concept, but the advent of new tools has reinvigorated this often overlooked field. [Wordmark_Lockups-Engineering-1](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLm3q90pV1-WJV7CgzJxW7g961x56QGnqW7cw0NH1m1QRQVdK1RL276S2cW88S94S1kSjcJW44x19p1lDMNjW59GK4w3NbTTLW1-Gz-g5GBYRxW5mPMdd1nnpNZW8ybKBT545fC_W15btVZ1RCrlmW6TjGb_3XbhDCVTKyXD4D6n_NN7wwbCq2byqGW2SCcWB33-qR4W4CWSRg4DJLmmN7WWZN8XZqgDW1PkH6z5YQm67W1C3tz-8bj9PqW1jt6BD8DTg48W8JBFXr3nmhTKN3p-5zGMdZ-hW7XYxKD38N7HlW1pddNp1zwBw6VQYYq17DVCy7N6TmYvKVkr3pW76V8x68zrJRV3nhx1) [Social Network Analysis in R and Gephi: Digging Into Twitter](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLZ3q90_V1-WJV7Cg_3VW2MHbTm3f9p_hW5rbDNR3pHNw1W6l-FFW2Hb7MSW8kn2VR2y2v2JW41KBNX7BBCd8N2JYHL7DlHKcW17sv9M6pC5w2W4_Nm7l25m-PNW8qlqNk3SGLcgW8sSDdB5ZjzpqW8qwFns8tPGxNVHDkn-3KMTg1W2m-JD-7FLt5lN5wXvd1VT5FHW822QTS5W2LRMW7MjNW76C6jfkW4wN3t988t209W5bMVj989zlkdW7lN8KB70L_M-VR-q4p1t9dsYN71LtVw9BVlVW26KR0-1wXF-TW1QX0mL6_h1dVW8YbCGR78V8XDW4jkWC956x4-qW7pdF6P7c8yX5W7xVSSr5kpKm2W1T3npB3qxFr4W79c5Q382R-7hV5R0qb5t-p863gT31) [COVER-2](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLZ3q90_V1-WJV7CgLPhW97Hvnm7rBW0_W57M2n41cmxNxW2wmTGG7RJh9XW3G6-972BjlnrW43gz-q3pRS62W7lfdlb7b9mYtW33x1W537XFg3W2JKmJ25Vcz8jN1d-79JRK-s-W4pQZlQ3qsx5xW5zq2QG5_yKsXW8yLw0c7MB351W38k6RC5wZvNWW6TR39Y15NPYYN3KVH6wNWLG0W6wBSw_67lVDwW8__9882WM6h_W1JXjR95ng4TjN20t9X-nMDNCW8DVBxW3zprgKW8cp35f7ycg0HW7zc-d61yK505W1S0R-73D9RdDN1NdNYNygXJlW1ZG4qK8R3YPZW89VD_r4tcyxWW6FwyjL3z4bd7W8h5zwF4qx2BCW50MTkH2YCPdYW6spX228QD6CX2XH1) Social network analysis is hardly a new concept, but the advent of new tools has reinvigorated this often overlooked field. In this tutorial, Toptal Freelance Data Scientist Juan Manuel Ortiz de Zarate leverages R and Gephi to analyze and visualize trends on Twitter. [Continue Reading](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLZ3q90_V1-WJV7CgL13W4VvcGq4qjZTFW7mq5QR7C9g5VW8gmZh-55xdVQW1cpJZj9jl0CzW9fxgDk5VrtX9W2hn8J28ptFc2Vkq_6c4Q8rCsW6bGZ0P6gNqqlW9gkLsP8yVRYFW2HvK8w3Zh_N1VmwrJc3Xmn0bW7ms8Lc38-3KXW7BVMTr2Ds2zzW5Q9zQ44Jjt94W7TMLDF3h65JNW7dYjdw37F_SsW3PR6r07WwsPrW6DwbK78Sv1B_W4yT16p5lR_QSW6PLvnt1sCRzQW3fZnd77zfK3yW2VMwhL6tq8f6W6p_ryX37w_YpN3f6-Tp69CRHVFPyqC6zNsrYW6FCNz35K9XpmN2FGklhV9lFKW45S_JW3Y34YtW4zXHJM8dgX6DW25bRVt2cph2Q38lZ1) About the Author [juan-manuel-ortiz-de-zarate](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLG3q90JV1-WJV7CgHz2N9f5mp1KdywFN1p8f91jQ0hyW1KV4pz3jqjQBW5bMq3Y3q3kJYW7gxpmy5bknYTW4gHhyP7qwYwtW2lrJQg4R1DH6W5dx6_V4RL8VSV3dPWR2CbmqFW2tz1tW96Mg89W5CCHGy6r37wCW89W9w42z9FJWW7JbN5p5N53JsW4hqyS434qb7TW6TqQ0t5H0FZgW71Bgyc5ZBqPhW2X65TH9ls1YQW7kGSm82gZCVvW3d4JyP55CDMKW4w6-vG8jnPlPW7xxYzB4NyWlnW8MPHlP4j6WjjN1PZg6K-vrDvW8pbHJv4--zbYW8WXVWn73GCgVW87km-96th-V5W6l0rL57HKVSQW5dmsvQ31XMNd32zP1) [Juan Manuel Ortiz de Zarate](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLG3q90JV1-WJV7CgB3XN3K2_36l4RpLVSBmB13Y2fjDW1wfHhX4XZBnZW7kCYyd5q1N6VW5lvKpn6cMp1tVlr1Bm6VsVdDW5FHKmW6p-GPxW716z6j42ZYWRW9hcgcg4V-4rfW5q84PT8Kj02FW41B8wp7spN75W7lW_JF7f371xW5GLhHm6c4MTRW82srMJ3LMJpqW3yb6sr6ZyfmxW1_DNss5Lf2mDVr-VGt2HJqGWW6_Xsm23q7jcQW8wqGBw8YpQl7W7_1nKN476z7fW6Dfbqw4dXY7sVk_pzn1QbVhYW3xpcGH46TdNmW41nyBJ7mmP-FVFS-pK3w6Zs7MxWhQXHmVQ2W4kHVbS6DNn7CT4LwV2GPZxF3b4v1) Data Scientist Juan is a lecturer at the University of Buenos Aires. His research focuses on AI, NLP, and social networks. He has more than a decade of data science experience, and heâs published papers at ML conferences, including SPIRE and ICCS. [Hire Juan](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLG3q90JV1-WJV7CgZnZW1ShFmJ5BPT0bW6mvSRW4-yGGRW7hpVfh4ZCBVfW48rYvC7r306LN8v-j-FyfGNHW22m3ft2zrWpFW2wzCDT2JK-YDN3WrhQs4JmVnW5gHBk548jH3zW34zxBM4ZtTxVW6CsRkt7F5bqXW9gdMX35kxyGjW4nXHk04m_YkTW4fwgr35kz5RlW4zWwX58lLcLSW6yLHQb6Y2cQgN6WpQMthXQt9VqZB3S64Cl20W2xqK9z3HhK7YW1_McWW7wf8vmW3BhdB22Q6q7HW3CJ93V50PW-fW4lckmV1977lJW1t-H075pm_jCV8dzPv3B8QcGW4QHfdr57Fs2qW7dZWRf3NShf3W6Sjqm97blC7n3b_V1) Other Recommended Articles - [Twitter Data Mining: A Guide to Big Data Analytics Using Python](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLZ3q90_V1-WJV7CgFShW6MH4Fw8r9LnvW6W4KYh4DpLG-W3v6lFR1p-PcTVdCr646vM0qKW4Swdg94b-4DfN3hZf_swtQxmW8vSD4-6vmpnyN2NQzQV5-96dW3xY9Dd70rf9zW4mgVyT3JWHlhW65Mctc3lbL2GN4cwsg3hTnMVV4RRDb5b-sYcMBxK_84rfwpW5GSPRp2f3M84W8d0NwQ853NJXW3lBLjY95mGy2W6Q9JFw2k9lQyW4sJqv65Kr3Z3W6x5ZMs5MTyp7W6G6r4n6hv7W2N2PLvHfbTmm6V7R5xz6Q7-tlW5h4Czm8YBv1_W2XvZ-H4zG8nQW5Vq4gH6LT-RWW1JqWGF3pZGYqW4c7V4b3pZ9KnW2vns3781zY9jW3Jc-Qh8gdlg53jlC1) - [Data Mining for Predictive Social Network Analysis](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxJV5nKv5V3Zsc37CgF2LW15dqJH3JdVx0W1mcB2X5mtNR1W7Yt5tq74j74GW603b6z9269VNW5vsD8t8-09pqW63cHC55SxXCVW4bkrd81r2HV_W1KYbB28yk3w0W23BptW7nsn6kW2YXW3J6_84KsW7LcLVM3RzgyhW4g7sHy1D6H7YW8ydYY37GWf9XW1K_1zb3WNGvHW950c443HXl2jW432KGP8vsRw1W8qw6qZ95wjDdW89kjxr1Fn4WMW4lQDk28y1jpBW8jBLQ78XQKcjW8pqz-j55zdZMVVlvtD7jFt8kW2mbYl03204b8N2nF46GRkhHXW5FFgcs82vpx_W1RMyZJ12d89kW54WjKl8DnxLqN6mDhsHp0RCCW2XlYS16bCYCWF5gCn6PFNXSN41_T68X1hv5W6j1lfX4pbybv32yt1) - [Apache Spark Streaming Tutorial: Identifying Trending Twitter Hashtags](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLZ3q90_V1-WJV7CgVjzW8bcZnr50QySVW8dh8Dn45wc2vW6xmmqQ4VZDdYW1S8qjm5cCn6DVbDmqZ5yfxTHW2CGWkc2tQ5rmW1ykwmt1Dl4ZtW8sJW_326rY2ZW3pzyTD5ZC-DvW21VttR6gVKk8W7RpfYq3RPD0CW36dk8Z5khKk_W2T2RCr77w-zDW88w3yT4K4_TPW33Vq0J1GfQS5V8x27H2b-By8W5Wglrz2flyfJW15PCnL7syDq2V28lf64WMhgwN82SYW_x8NhvW4wzpz_8X9j--W88lyMS8cjRSlW94LWwZ1rsr-ZW81qnW_8yJKfgW2wS7563s7zVCW7mz7Jg3Z_1NgN91dD6fFbV4KVphCH67ZffFPV4gRvP212Vb5W6DFVSt5CTTJ03jvW1) - [Modern Web Scraping with Python and Selenium](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLG3q90JV1-WJV7CgC3fW72sxdj7fCdlwW7k8HXb3Y2Z3rW5fwdhX1FKVfNN5pCRsBrTQmvW3V-P1m5P7QJxW9hQpXG8C9PfFW59yN1-4JswxCW237thb1ndYBpW5KDyFv4QGYg5N1BGdSYmgwNMW4lF2gl4f70JKW8D_ng24cpt5fW2Kxnxp6g9FWyN7wj2GwrMTwbN2QZ2ks86l-FW61Pc1b56kd86W7Jtl9x3zQTPGW14TX4V1vYnzcW1lQX3P2CY2K0W3kVn_044qRwSW69YC9096XtCpW8rVgg_3VryWDW1Xz6n83gSvdFW35clG62jKlspW6FRnf979TXWrW243rLN8zYlkgW3BpGlv7wDgKPW37l5qn4rpvYH38f71) - 113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLZ3q90_V1-WJV7CgQ2zV5DYfj8znMj_VkWg9T2L7y8hW1HRD9H4KhqyCW78Sm_x7NVgn4W1DjTSG67VVz_W3lp-rT915Kf-W4-l1346-112TW3g0nwC74vkgyW8lChp42C6RVFW8NrZp_4rkc-bW38MdPp4m6X81W3TxryN9f2LBMW5cWHb75JdxHPW3kf6SN87ghWnW8XXpf82rdfQvW63KFwG3sltgFW8X3T0t7D3lbGW80CSrd35GjmVW5NpqsT5m9nBwW6dK6sF7FnFwPVPS3R88qmLmZN8sR6d3RKS0kW18CD875XwhxlW4DnQp13j9X9LW35LJlR80K7z6V8cyXP41CBt1N5pd91T2k0yDW3vpKL68BLqG1W1VcVfr97Lcs-W114fg23qdknQ342z1 [Graph Data Science With Python/NetworkX](113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLZ3q90_V1-WJV7CgXY0V5w29N6D2H7TW13y1TK92Jg55W9lCYPQ8c6h1TW2NfB4y8Sjw1-W964J1m7tQ9HMW3s5v6792b22KW2126_m52QsR1W7tYs_r2dWwpSW8S3ZdD1417CJW4ThP-q4Tf1fdN17YqwcRZDgdW90M27G6wWWdVW3Rr6618JbCpPW121xJ84H-tKMN7nTkHfjVhGXW1rZB1j7ZKfKdW4XQchp5xwx_8W81ycYv8Bg1FbW5_gCxw5sHcHkN600d-hfs1FSW50n67L7YtzzHW3h-qhk7cb56yW2wkKxK1FCgT_W94zbSz5Xm9KcW5h8Cfj68TzvQVVjwpc2n2GXXW53Kvbk5V7LkQVHPMDM8mht21W7dJrqd6xYJPsW6hGH0j7DfHD53lWB1)113/ckPbs04/VW3nbt6PRs8XW9dhB-Z1DDmYSW52hptB4DNJxwN4qMxLZ3q90_V1-WJV7CgBXLW6xXCkj1lFtCpW36lCtS2nTwSPW6sTZYQ2R6bVYV7Y9mY43CZ9nW5x7G2c5Dc-KBVbl7bf6yTrRgW2F0_Rz2gYJfkN2mq1VbVGTv0N64l9Y8tVJVyW6CkTQt3pg0gXW6sWWWV70CxLPW5s6kDv4PfY2JW8jYQWQ98C_13W2Zhvld30MxClVbHJXh5Sb_RZW7x_qv22LjSPgN5KdWZPR5k_kW4yBC503mmJ4kW4yDZh28zVWrpW4QGNch6yYh8PN6_HSVl9TKNfW1NC2SG882WRnVZzbVQ3tltvVW7d6v667M_cWDW50C1rv9bNjsCW8kJpFj5JrPLkW2hPBNh9hh0LtM2b6ChLr6BbW34sR5Z1LC-PVW38hyds5rGZ4p3fdV1 Hiring Data Scientists? 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