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You can use this method for your own academic projects too. ▬▬▬▬▬...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1033290/c376dfd63f6f4ae844e61e3381ee70a6/564x318_1"},"target":"_self","position":"0","reqid":"1769398501956867-3740921013807551684-balancer-l7leveler-kubr-yp-sas-189-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D-_-nqJ9Bzk8","linkTemplate":"/video/preview/4204692543824129035?parent-reqid=1769398501956867-3740921013807551684-balancer-l7leveler-kubr-yp-sas-189-BAL&text=Modeling+-+Topic&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Topic Modeling Explained (LDA, BERT, Machine Learning)","related_orig_text":"Modeling - Topic","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Modeling - Topic\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=-_-nqJ9Bzk8\",\"src\":\"serp\",\"rvb\":\"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-BIIEJAGABCsqiwEQARp4gQUU_QkE_AAD9PoJBwn7AhH38_b1AAAA4hMIAQT8AgAFAQH9_wEAAPnw_wn8AAAA8gPq-vn_AAAYEPUIAwAAABD6_PT1AAAACQsH-RL-AgH-7QUBA_8AAAkFBAH_AAAA9P__Bvr_AAAMBfYEAQAAAA8GAgMAAAAAIAAtS-THOzgTQAlITlACKnMQABpg6wYAIiHu8eX9G9zu8fI2BgsezBHUTf8kCP_8QBDqGwDpjAXw_03VCfOiAAAAId7_9BAA7nkEuv_zDPP1u4jl_x9uGCcIDTQD76PjEs066uQrMBV_AA8P_AhV-xkaNQMXIAAtgbccOzgTQAlIb1ACKq8GEAwaoAYAANhBAACAvwAAhkIAADBBAADAwQAAmEEAABjCAAAYwgAAjMIAAOhBAADAwAAA-EEAAKDAAACYQQAAYEEAAGjCAADQQQAAAMIAAITCAADgwAAA4EAAAMjBAABAQAAAGEIAAAAAAABgQQAA6MEAAHDBAAAoQgAAeEIAANDBAAAQQgAATMIAAJDBAAAAwAAAAEEAAEDBAADWQgAAJEIAAABAAAC4QQAAQEEAAAxCAACYQQAAgL8AABTCAAAEQgAAAMEAAEBAAADYwQAAYMEAAGDCAADIwQAAgEAAAChCAAA0QgAA6MEAABTCAAAgQQAAAAAAAIjBAACMQgAAAEEAAJTCAAAwQgAA4EAAADBCAABAwAAACMIAALjBAAAIQgAALEIAAJDBAADYQQAAsEEAAILCAADwwQAAREIAANBBAABYwgAAZMIAAMBAAABgQgAAUEEAAJjBAADAwQAAoEAAADRCAAC4wQAAqEEAACjCAAAgQgAALMIAALTCAAAYQgAApMIAAATCAADoQgAAcEEAAAAAAABwQQAAEMIAAIBBAACIwgAAWMIAANZCAABQQQAAkkIAAAxCAACoQQAAKEIAAGDCAABAwQAABEIAAGBCAAD4wQAADEIAAKjCAAAgwQAA-MEAADBCAABwwQAAgL8AAKzCAAAIQgAAoMAAAIC_AAAkwgAAwMEAACzCAACQQQAAyEEAAITCAADQQQAAkkIAALhBAAAwwQAAgEEAAKjCAABYwgAAEEEAACTCAADAwQAAUMEAAFhCAABQwQAAIEEAABhCAAAoQgAAQEEAAMDBAADYwQAAbMIAAHjCAADoQQAAoEEAAKjBAAAoQgAAAEIAABBCAADUwgAArEIAADTCAADYwQAAQMIAAJrCAAAYQgAAwEEAAEDAAACowQAAEMIAAJhBAAAQQgAAgMAAAODAAAA4QgAAOMIAAEjCAAAAAAAAjkIAAMjBAACQwQAAvMIAAFDBAADQQQAAGMIAAMDBAABsQgAAkMEAAMhBAAAIwgAA4MEAABBCAAAwwQAAaMIAAGBBAACYwQAAyEEAAMDBAAAwwSAAOBNACUh1UAEqjwIQABqAAgAALL4AAHA9AACIPQAApj4AAEQ-AAAQvQAAJD4AAO6-AABUvgAAoDwAAOg9AABcvgAAML0AAHw-AACGvgAAJL4AAK4-AAAQvQAAsj4AAP4-AAB_PwAA4LwAAIC7AABwPQAAmL0AAMg9AACCPgAAPL4AAIg9AACOPgAAFD4AABQ-AAC4vQAATD4AAIA7AACAuwAAuD0AAI6-AACSvgAATL4AAIa-AAAwvQAAJD4AALg9AACovQAAdD4AAII-AAAsvgAAJL4AAJg9AABwPQAAcL0AAEQ-AAA0vgAA2L0AAOC8AAApPwAAyL0AADw-AACIPQAApr4AAIY-AACYvQAA4LwgADgTQAlIfFABKo8CEAEagAIAAPi9AAAkvgAAUL0AADO_AABAPAAA6D0AAOA8AAAwvQAAHL4AAKg9AAAEvgAA6L0AANi9AACSvgAAHD4AABC9AAAQPQAAOT8AAJg9AACePgAAyL0AALg9AAAQvQAAPD4AAJi9AACIvQAAED0AAAQ-AAAEPgAAFL4AAJg9AACoPQAA6D0AAFC9AAAMPgAA4DwAAM4-AABAvAAApr4AAMg9AAAQPQAAgLsAAIa-AADIPQAA4LwAAMi9AAB_vwAAQLwAALg9AAAMPgAAQLwAAI6-AABMvgAAyD0AACQ-AAD4PQAAcD0AAGQ-AACgPAAAJD4AAPg9AAAkPgAAED0AAIg9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=-_-nqJ9Bzk8","parent-reqid":"1769398501956867-3740921013807551684-balancer-l7leveler-kubr-yp-sas-189-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["4204692543824129035"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"13483148584972244052":{"videoId":"13483148584972244052","docid":"34-0-12-Z7C0CAA273046BF39","description":"In this video I will introduce you to topic modeling, a method digital humanities scholars have found extremely useful. 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