literature-review-generation
This represent a personal contribution to a larger "Literature Review Generation" system
https://github.com/alexandrupintea2000/literature-review-generation
Science Score: 31.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
-
○DOI references
-
○Academic publication links
-
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (2.3%) to scientific vocabulary
Last synced: 10 months ago
·
JSON representation
·
Repository
This represent a personal contribution to a larger "Literature Review Generation" system
Basic Info
- Host: GitHub
- Owner: AlexandruPintea2000
- Language: Jupyter Notebook
- Default Branch: main
- Size: 19.6 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Created over 1 year ago
· Last pushed about 1 year ago
Metadata Files
Readme
Citation
README.md
Literature Review Generation Contribution
This repository contains my contribution to a larger "Literature Review Generation" project. It contains: - 8 .IPYNB code files - 30 LLM-generated literature reviews (15 ChatGPT / 15 Mistral AI) - Previous versions of my code files
Owner
- Name: Alexandru Pintea
- Login: AlexandruPintea2000
- Kind: user
- Website: https://www.wp-space-settlement.weebly.com
- Repositories: 15
- Profile: https://github.com/AlexandruPintea2000
NASA 1st prize > Made with: Html, Css, Qt, Cpp, Blender, Latex / Maker of the 1st Linux Launchpad > Blender, Qt, Cpp
Citation (Citation.ipynb)
{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "1AcRi-HtfDaJ",
"outputId": "adf8475e-7072-41e0-acbc-40d8d5d30893"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Mounted at /content/drive\n"
]
}
],
"source": [
"from google.colab import drive\n",
"drive.mount('/content/drive', force_remount=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"background_save": true
},
"id": "0PR0MYbDfGrG"
},
"outputs": [],
"source": [
"%%capture\n",
"import pandas as pd\n",
"import networkx as nx\n",
"pd.set_option('display.max_columns', None) # so it prints all the dataframe columns ...\n",
"\n",
"!pip install demjson3\n",
"from demjson3 import decode\n",
"import json\n",
"\n",
"import nltk\n",
"from nltk.corpus import stopwords\n",
"from nltk.tokenize import RegexpTokenizer\n",
"import time\n",
"nltk.download('stopwords')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"background_save": true
},
"id": "B2HWJB7aXVD3",
"outputId": "acaf5d4f-223a-4b90-f6ea-b0fe4392ae5e"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"All 119 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012768_hard.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 119 rows after duplicate removal ...\n",
"===========\n",
"All 119 rows of \"/content/drive/MyDrive/Feature_extraction_results/ada_embed_CD012768.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 238 rows after duplicate removal ...\n",
"===========\n",
"All 119 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012768_soft.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 357 rows after duplicate removal ...\n",
"===========\n",
"All 119 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012768.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 476 rows after duplicate removal ...\n",
"===========\n",
"All 1799 rows of \"/content/drive/MyDrive/Feature_extraction_results/ada_embed_CD008874.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 2275 rows after duplicate removal ...\n",
"===========\n",
"All 1799 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD008874.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 4074 rows after duplicate removal ...\n",
"===========\n",
"All 1799 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD008874_soft.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 5873 rows after duplicate removal ...\n",
"===========\n",
"All 3120 rows of \"/content/drive/MyDrive/Feature_extraction_results/ada_embed_CD009044.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 8993 rows after duplicate removal ...\n",
"===========\n",
"All 3120 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD009044.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 12113 rows after duplicate removal ...\n",
"===========\n",
"All 3120 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD009044_hard.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 15233 rows after duplicate removal ...\n",
"===========\n",
"All 3120 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD009044_soft.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 18353 rows after duplicate removal ...\n",
"===========\n",
"All 8032 rows of \"/content/drive/MyDrive/Feature_extraction_results/ada_embed_CD011686.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 26385 rows after duplicate removal ...\n",
"===========\n",
"All 8032 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD011686.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 34417 rows after duplicate removal ...\n",
"===========\n",
"All 8032 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD011686_hard.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 42449 rows after duplicate removal ...\n",
"===========\n",
"All 8032 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD011686_soft.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 50481 rows after duplicate removal ...\n",
"===========\n",
"All 6314 rows of \"/content/drive/MyDrive/Feature_extraction_results/ada_embed_CD012080.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 56795 rows after duplicate removal ...\n",
"===========\n",
"All 6314 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012080.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 63109 rows after duplicate removal ...\n",
"===========\n",
"All 6314 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012080_hard.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 69423 rows after duplicate removal ...\n",
"===========\n",
"All 6314 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012080_soft.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 75737 rows after duplicate removal ...\n",
"===========\n",
"All 430 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012233_soft.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 76167 rows after duplicate removal ...\n",
"===========\n",
"All 430 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012233.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 76597 rows after duplicate removal ...\n",
"===========\n",
"All 430 rows of \"/content/drive/MyDrive/Feature_extraction_results/ada_embed_CD012233.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 77027 rows after duplicate removal ...\n",
"===========\n",
"All 430 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012233_hard.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 77457 rows after duplicate removal ...\n",
"===========\n",
"All 5863 rows of \"/content/drive/MyDrive/Feature_extraction_results/ada_embed_CD012567.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 83320 rows after duplicate removal ...\n",
"===========\n",
"All 5863 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012567.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 89183 rows after duplicate removal ...\n",
"===========\n",
"All 5863 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012567_hard.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 95046 rows after duplicate removal ...\n",
"===========\n",
"All 5863 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012567_soft.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 100909 rows after duplicate removal ...\n",
"===========\n",
"All 1153 rows of \"/content/drive/MyDrive/Feature_extraction_results/ada_embed_CD012669.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 102062 rows after duplicate removal ...\n",
"===========\n",
"All 1153 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012669.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 103215 rows after duplicate removal ...\n",
"===========\n",
"All 1153 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012669_hard.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 104368 rows after duplicate removal ...\n",
"===========\n",
"All 1153 rows of \"/content/drive/MyDrive/Feature_extraction_results/finished_new_prompt_CD012669_soft.csv\" were added to \"csv_df\" .. \n",
"\"csv_df\" has 105521 rows after duplicate removal ...\n",
"===========\n",
"Total count of of \"PMID\" values:\t105521\n",
"Duplicate count of \"PMID\" column:\t78714\n",
"Number of distinct \"PMID\" values:\t26807\n"
]
}
],
"source": [
"from pathlib import Path\n",
"import os\n",
"import glob\n",
"csv_df = pd.DataFrame(columns=[])\n",
"# for file in glob.glob(\"/content/drive/MyDrive/changed_CD012768*.csv\"): # tested the whole thing only on \"changed_CD012768.csv\" and \"changed_CD012768 (copy).csv\" ...\n",
"for file in glob.glob(\"/content/drive/MyDrive/Feature_extraction_results/*.csv\"):\n",
" filename = os.path.basename(file)\n",
" temp_df = pd.read_csv(file)\n",
" temp_df[ \"Filename\" ]=filename\n",
" if ( \"'int'\" in str(type(csv_df)) ):\n",
" csv_df = temp_df.copy()\n",
" else:\n",
" csv_df = pd.concat([csv_df, temp_df], axis=0, ignore_index=True)\n",
" print( \"All \" + str(temp_df.shape[0]) + \" rows of \\\"\" + file + \"\\\" were added to \\\"csv_df\\\" .. \" )\n",
" # print( \"\\\"csv_df\\\" has \" + str(csv_df.shape[0]) + \" rows ...\" )\n",
" # csv_df = csv_df.drop_duplicates()\n",
" print( \"\\\"csv_df\\\" has \" + str(csv_df.shape[0]) + \" rows after duplicate removal ...\" )\n",
" print( \"===========\" )\n",
"\n",
"print( \"Total count of of \\\"PMID\\\" values:\\t\" + str(csv_df.shape[0]) )\n",
"print( \"Duplicate count of \\\"PMID\\\" column:\\t\" + str(csv_df.duplicated(subset=\"PMID\").sum()) )\n",
"\n",
"pmids = list(csv_df[\"PMID\"])\n",
"pmids = list(dict.fromkeys(pmids)) # remove duplicate PMID values\n",
"print( \"Number of distinct \\\"PMID\\\" values:\\t\" + str(len(pmids)) )"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "mmmNYxZmDwJs"
},
"outputs": [],
"source": [
"df = pd.read_csv(\"/content/drive/MyDrive/checkpoint_12_df.csv\")\n",
"df.columns"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "DMVnIpZk5M3R"
},
"outputs": [],
"source": [
"# this converts checkpoint_11 to checkpoint_12\n",
"\n",
"import requests\n",
"from IPython.display import clear_output\n",
"\n",
"def get_title(row):\n",
" try:\n",
" references_json = decode(row[\"references\"])\n",
" new_ref=[]\n",
" for ref in references_json:\n",
" # clear_output(wait=True)\n",
" # print( ref )\n",
" title = ref[\"citation\"]\n",
" arr = title.split()\n",
" if ( len(arr) == 1 ):\n",
" clear_output(wait=True)\n",
" print( row[\"references\"] )\n",
" print(title)\n",
" response = requests.get(f'https://api.openalex.org/works/doi:{title}')\n",
" decoded_json = decode(response.text)\n",
" authors = \"\"\n",
" for author in decoded_json[\"authorships\"]:\n",
" authors = authors + author[\"raw_author_name\"] + \", \"\n",
" authors = authors[:-2]\n",
" new_cit = authors + \" (\" + str(decoded_json[\"publication_year\"]) + \") \" + decoded_json[\"title\"] + \" \" + title\n",
" new_json = {}\n",
" new_json[\"citation\"] = new_cit\n",
" new_json[\"doi\"] = title\n",
" new_ref.append(new_json)\n",
" else:\n",
" new_ref.append(ref)\n",
" return json.dumps(new_ref)\n",
"\n",
" except:\n",
" return row[\"references\"] # only gets here if \"Page Not Found\"\n",
"\n",
"# ref_arr = csv_df[csv_df[\"Filename\"] == \"finished_new_prompt_CD012768_soft.csv\"].apply( get_title, axis=1 )\n",
"# df = pd.read_csv(\"/content/drive/MyDrive/checkpoint_11_df.csv\")\n",
"df = df.astype(str)\n",
"df[\"references\"] = df.apply( get_title, axis=1 )"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "3LrgCdDlEDP-"
},
"outputs": [],
"source": [
"df.to_csv(\"/content/drive/MyDrive/checkpoint_12_df.csv\", encoding='utf-8', index=False)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"background_save": true
},
"id": "Kz-qQTedXqlD"
},
"outputs": [],
"source": [
"csv_df = csv_df.astype(str)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "GM89OaY3YRxJ"
},
"outputs": [],
"source": [
"no_ref_positive = csv_df[ (csv_df[\"references\"] == \"[]\") & (csv_df[\"Status\"] == \"1\") ]\n",
"no_ref_negative = csv_df[ (csv_df[\"references\"] == \"[]\") & (csv_df[\"Status\"] == \"0\") ]\n",
"print(f'There are {len(no_ref_positive)} postive articles with no references and {len(no_ref_negative)} negative articles with no references.')\n",
"# no_ref_positive[\"Filename\"].value_counts() # prints how many positive no ref per file\n",
"# no_ref_negative[\"Filename\"].value_counts() # prints how many negative no ref per file"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "d7_Ff8MtIVfW",
"outputId": "17fb03f9-806b-4928-8e71-5ce4d2ce8635"
},
"outputs": [
{
"data": {
"text/plain": [
"(105521, 56)"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"csv_df.shape"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "R_EyIMd5qj7z",
"outputId": "90c6c494-a12a-44f1-8909-a6a861fc2d9b"
},
"outputs": [
{
"data": {
"text/plain": [
"Index(['Criteria Similarity', 'PMID', 'Review Criteria', 'Review Title',\n",
" 'Status', 'Title', 'Topic', 'ada_embedding', 'author_first', 'authors',\n",
" 'c_score', 'chemicals', 'citation', 'doi', 'f_score', 'hard1', 'hard2',\n",
" 'hard3', 'hard4', 'hard5', 'history', 'issn', 'issn_data', 'issue',\n",
" 'journal', 'keywords', 'mesh', 'pmc', 'prediction', 'publication_types',\n",
" 'query1', 'query2', 'query3', 'query4', 'query5', 'question1',\n",
" 'question2', 'question3', 'question4', 'question5', 'rank',\n",
" 'references', 'score', 'soft1', 'soft2', 'soft3', 'soft4', 'soft5',\n",
" 'text', 'url', 'vector1', 'volume', 'volume_issue', 'xml', 'year',\n",
" 'Filename'],\n",
" dtype='object')"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"csv_df.columns"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "d6roCveNOAba"
},
"outputs": [],
"source": [
"csv_df_copy = csv_df.copy(deep=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 141
},
"id": "EZZ2EZrCOIkO",
"outputId": "856d250e-7132-4075-f9c3-7bd8e605fb0f"
},
"outputs": [
{
"ename": "NameError",
"evalue": "name 'csv_df_copy' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-10-b849ec37387e>\u001b[0m in \u001b[0;36m<cell line: 0>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mcsv_df\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcsv_df_copy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdeep\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mNameError\u001b[0m: name 'csv_df_copy' is not defined"
]
}
],
"source": [
"csv_df = csv_df_copy.copy(deep=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 209
},
"id": "VGEjSf8KOX47",
"outputId": "02d811b0-d49b-47db-c905-7f3a6c3b8f7f"
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>references</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>count</th>\n",
" <td>105521</td>\n",
" </tr>\n",
" <tr>\n",
" <th>unique</th>\n",
" <td>20943</td>\n",
" </tr>\n",
" <tr>\n",
" <th>top</th>\n",
" <td>[]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>freq</th>\n",
" <td>23091</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div><br><label><b>dtype:</b> object</label>"
],
"text/plain": [
"count 105521\n",
"unique 20943\n",
"top []\n",
"freq 23091\n",
"Name: references, dtype: object"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"csv_df[\"references\"].describe()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "bPSGejWS3i1Q",
"outputId": "4548b8d7-0278-4eed-ca7f-c0d46d8f1b71"
},
"outputs": [
{
"data": {
"text/plain": [
"array(['finished_new_prompt_CD012768_soft.csv',\n",
" 'finished_new_prompt_CD012768_hard.csv', 'ada_embed_CD012768.csv',\n",
" 'finished_new_prompt_CD012768.csv', 'ada_embed_CD008874.csv',\n",
" 'finished_new_prompt_CD008874.csv',\n",
" 'finished_new_prompt_CD008874_soft.csv', 'ada_embed_CD009044.csv',\n",
" 'finished_new_prompt_CD009044.csv',\n",
" 'finished_new_prompt_CD009044_hard.csv',\n",
" 'finished_new_prompt_CD009044_soft.csv', 'ada_embed_CD011686.csv',\n",
" 'finished_new_prompt_CD011686.csv',\n",
" 'finished_new_prompt_CD011686_hard.csv',\n",
" 'finished_new_prompt_CD011686_soft.csv', 'ada_embed_CD012080.csv',\n",
" 'finished_new_prompt_CD012080.csv',\n",
" 'finished_new_prompt_CD012080_hard.csv',\n",
" 'finished_new_prompt_CD012080_soft.csv',\n",
" 'finished_new_prompt_CD012233_soft.csv',\n",
" 'finished_new_prompt_CD012233.csv',\n",
" 'finished_new_prompt_CD012233_hard.csv', 'ada_embed_CD012233.csv',\n",
" 'ada_embed_CD012567.csv', 'finished_new_prompt_CD012567.csv',\n",
" 'finished_new_prompt_CD012567_hard.csv',\n",
" 'finished_new_prompt_CD012567_soft.csv', 'ada_embed_CD012669.csv',\n",
" 'finished_new_prompt_CD012669.csv',\n",
" 'finished_new_prompt_CD012669_hard.csv',\n",
" 'finished_new_prompt_CD012669_soft.csv'], dtype=object)"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"csv_df[\"Filename\"].unique()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 458
},
"id": "vRZi-4pR3CF1",
"outputId": "4a9e6b19-bb56-48d6-ef35-186ce68cc1fe"
},
"outputs": [
{
"data": {
"text/html": [
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" }\n",
"\n",
" .dataframe thead th {\n",
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>references</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>[{\"doi\": \"10.1164/ajrccm/148.5.1292\", \"citatio...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>[{\"doi\": \"10.4103/0019-5413.93688\", \"citation\"...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>[{\"doi\": \"10.5.3.327\", \"citation\": \"Expert Rev...</td>\n",
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" <td>[{\"doi\": \"10.1128/CMR.00042-10\", \"citation\": \"...</td>\n",
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" <td>[{\"doi\": \"10.1016/j.tube.2013.04\", \"citation\":...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>[{\"citation\": \"WHO Health Topics: Meningitis....</td>\n",
" </tr>\n",
" <tr>\n",
" <th>113</th>\n",
" <td>[{\"doi\": \"10.2217/fmb.11\", \"citation\": \"Future...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>[{\"citation\": \"Geneva, Switzerland: World Heal...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>115</th>\n",
" <td>[{\"doi\": \"10.1128/JCM.00491-11\", \"citation\": \"...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>116</th>\n",
" <td>[{\"doi\": \"10.1097/MCP.0b013e32835f4fe4\", \"cita...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
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"text/plain": [
"0 [{\"doi\": \"10.1164/ajrccm/148.5.1292\", \"citatio...\n",
"1 [{\"doi\": \"10.4103/0019-5413.93688\", \"citation\"...\n",
"2 [{\"doi\": \"10.5.3.327\", \"citation\": \"Expert Rev...\n",
"4 [{\"doi\": \"10.1128/CMR.00042-10\", \"citation\": \"...\n",
"5 [{\"doi\": \"10.1016/j.tube.2013.04\", \"citation\":...\n",
" ... \n",
"112 [{\"citation\": \"WHO Health Topics: Meningitis....\n",
"113 [{\"doi\": \"10.2217/fmb.11\", \"citation\": \"Future...\n",
"114 [{\"citation\": \"Geneva, Switzerland: World Heal...\n",
"115 [{\"doi\": \"10.1128/JCM.00491-11\", \"citation\": \"...\n",
"116 [{\"doi\": \"10.1097/MCP.0b013e32835f4fe4\", \"cita...\n",
"Name: references, Length: 106, dtype: object"
]
},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"csv_df[csv_df[\"Filename\"] == \"finished_new_prompt_CD012768_soft.csv\"][\"references\"]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "IFnaf43JibgT",
"outputId": "6b76dcaa-d7f7-49d4-eabf-083e742cac77"
},
"outputs": [
{
"data": {
"text/plain": [
"(105521, 56)"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"csv_df.shape"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"background_save": true
},
"id": "a7ukdmObflRz"
},
"outputs": [],
"source": [
"def get_empty(row):\n",
" if ( row[\"references\"] == \"[]\" ):\n",
" return row[\"PMID\"]\n",
" if ( str(row[\"references\"]) == \"nan\" ):\n",
" return row[\"PMID\"]\n",
" return \"\"\n",
"\n",
"empty_row_iter = csv_df.apply( get_empty, axis=1 )\n",
"empty_row_iter = [x for x in empty_row_iter if x != \"\"]\n",
"csv_df = csv_df[~csv_df[\"PMID\"].isin(empty_row_iter) ] # here ~ is equivalent to NOT (negates the statement)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "8pLzznb7IEdb",
"outputId": "ccf55338-df1a-4f0a-bf26-81cbbba18510"
},
"outputs": [
{
"data": {
"text/plain": [
"(82426, 56)"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"csv_df.shape"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "OHrLLxQpOOuL",
"outputId": "135b9983-264f-498f-c926-7b0e0e56f35c"
},
"outputs": [
{
"data": {
"text/plain": [
"23095"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(empty_row_iter)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "lFmTLL0BU3PY"
},
"outputs": [],
"source": [
"# you might have the same reference formulated differently amongst more rows ...\n",
"# since there are references that have no unique identifier (doi/pmid) maybe it would be best\n",
"# if i did an NLP comparison between em to see if they are the same ...\n",
"# this would then be a citation network that is based on citation SIMMILARITY not identicality which might NOT have been done yet ...\n",
"# !pip install fix-busted-json\n",
"# from fix_busted_json import repair_json\n",
"\n",
"import json\n",
"!pip install demjson3\n",
"from demjson3 import decode\n",
"from IPython.display import clear_output\n",
"\n",
"missed = []\n",
"def get_json_citation(row):\n",
" global missed\n",
" succeeded = True\n",
"\n",
" try:\n",
" references_json = decode(row[\"references\"])\n",
" citations=[]\n",
" for ref in references_json:\n",
" # clear_output(wait=True)\n",
" # print( ref )\n",
" citations.append( ref[\"citation\"] )\n",
" return json.dumps(citations)\n",
" except:\n",
" missed.append( row[\"references\"] )\n",
"\n",
"# if ( not succeeded ):\n",
"# try:\n",
"# missed.append( row[\"references\"] )\n",
"# references_json = repair_json(row[\"references\"])\n",
"# citations=[]\n",
"# for ref in references_json:\n",
"# clear_output(wait=True)\n",
"# print( ref )\n",
"# citations.append( ref[\"citation\"] )\n",
"# return json.dumps(citations)\n",
"# except:\n",
"# missed.append( row[\"references\"] )\n",
"# clear_output(wait=True)\n",
"# print(len(missed))\n",
"# return \"[]\"\n",
"\n",
"# print(missed)\n",
"\n",
"filenames = csv_df[\"Filename\"].unique().tolist()\n",
"cit_dfs = []\n",
"all_citations = []\n",
"for filename in filenames:\n",
" temp_df = csv_df[ csv_df[\"Filename\"] == filename ].copy(deep=True)\n",
" print( f'temp: {temp_df.shape}' )\n",
" temp_df[\"reference_array\"] = temp_df.apply( get_json_citation, axis=1 )\n",
" all_citations.extend( temp_df[\"reference_array\"].tolist() )\n",
" file_df = temp_df[[\"PMID\", \"citation\", \"reference_array\", \"Status\"]]\n",
" cit_dfs.append(file_df)\n",
"\n",
"# print(cit_dfs)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "1HYRF0L4VhpO"
},
"outputs": [],
"source": [
"csv_df_copy_1 = csv_df.copy(deep=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "CX9eBOtVXWMV"
},
"outputs": [],
"source": [
"cit_dfs_copy = []\n",
"\n",
"for i in range(0, len(cit_dfs)):\n",
" cit_dfs_copy.append(cit_dfs[i].copy(deep=True))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "x_wX_HvOkUeF"
},
"outputs": [],
"source": [
"cit_dfs = []\n",
"\n",
"for i in range(0, len(cit_dfs_copy)):\n",
" cit_dfs.append(cit_dfs_copy[i].copy(deep=True))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "yGMxy-lvyS4-"
},
"outputs": [],
"source": [
"cit_dfs[0]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "x_O3SAkA2XAc"
},
"outputs": [],
"source": [
"cit_dfs[0][cit_dfs[0][\"Status\"] == \"1\"]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "C4iOUHZv5ixJ"
},
"outputs": [],
"source": [
"cit_dfs0 = cit_dfs[0].copy(deep=True)\n",
"cit_dfs0"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "iK8E8cmb8Q_U"
},
"outputs": [],
"source": [
"cit_dfs[0] = cit_dfs_copy[0].copy(deep=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "AiOkrSWmLoNr"
},
"outputs": [],
"source": [
"import nltk, string\n",
"from sklearn.feature_extraction.text import TfidfVectorizer\n",
"nltk.download('punkt') # if necessary...\n",
"nltk.download('punkt_tab')\n",
"\n",
"stemmer = nltk.stem.porter.PorterStemmer()\n",
"remove_punctuation_map = dict((ord(char), None) for char in string.punctuation)\n",
"\n",
"def stem_tokens(tokens):\n",
" return [stemmer.stem(item) for item in tokens]\n",
"\n",
"'''remove punctuation, lowercase, stem'''\n",
"def normalize(text):\n",
" return stem_tokens(nltk.word_tokenize(text.lower().translate(remove_punctuation_map)))\n",
"\n",
"vectorizer = TfidfVectorizer(tokenizer=normalize, stop_words='english')\n",
"\n",
"def cosine_sim(text1, text2):\n",
" tfidf = vectorizer.fit_transform([text1, text2])\n",
" # print( tfidf )\n",
" # return ((tfidf * tfidf.T).A)[0,1]\n",
" return ((tfidf * tfidf.T))[0,1]\n",
"\n",
"\n",
"cosine_sim('PLoS One Claassens 8 e76272 2013 10.1371/journal.pone.0076272 Tuberculosis in healthcare workers and infection control measures at primary healthcare facilities in South Africa', 'van Soolingen D, Hermans PW, de Haas PE, Soll DR, van Embden JD. Occurrence and stability of insertion sequences in Mycobacterium tuberculosis complex strains: evaluation of an insertion sequence-dependent DNA polymorphism as a tool in the epidemiology of tuberculosis. Journal of clinical microbiology. 1991;29(11):2578–86.')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "OUDqPmeBKinW",
"outputId": "45448a26-6342-4c60-ab07-66a13166d60c"
},
"outputs": [
{
"data": {
"text/plain": [
"31"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(cit_dfs)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 458
},
"id": "VeZs4AoqpsEm",
"outputId": "dd9f45e6-1d45-4d54-85ee-0c8af8262575"
},
"outputs": [
{
"data": {
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" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>citation</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Peter JG, et al. The diagnostic accuracy of ur...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>Held M, et al. Diagnostic Accuracy of the Xper...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Chang K, et al. Rapid and effective diagnosis ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Patel VB, et al. Diagnostic accuracy of quanti...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>Hodkinson B, et al. HIV Infection and Osteoart...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>Rajasingham R, et al. Epidemiology of meningit...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>113</th>\n",
" <td>Lawn SD and Zumla AI. Diagnosis of extrapulmon...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>Du J, et al. Rapid diagnosis of pleural tuberc...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>115</th>\n",
" <td>Marouane C, et al. Evaluation of molecular det...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>116</th>\n",
" <td>Bates M, et al. Burden of tuberculosis at post...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>106 rows × 1 columns</p>\n",
"</div><br><label><b>dtype:</b> object</label>"
],
"text/plain": [
"0 Peter JG, et al. The diagnostic accuracy of ur...\n",
"1 Held M, et al. Diagnostic Accuracy of the Xper...\n",
"2 Chang K, et al. Rapid and effective diagnosis ...\n",
"4 Patel VB, et al. Diagnostic accuracy of quanti...\n",
"5 Hodkinson B, et al. HIV Infection and Osteoart...\n",
" ... \n",
"112 Rajasingham R, et al. Epidemiology of meningit...\n",
"113 Lawn SD and Zumla AI. Diagnosis of extrapulmon...\n",
"114 Du J, et al. Rapid diagnosis of pleural tuberc...\n",
"115 Marouane C, et al. Evaluation of molecular det...\n",
"116 Bates M, et al. Burden of tuberculosis at post...\n",
"Name: citation, Length: 106, dtype: object"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cit_dfs[0][\"citation\"]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "9TZIx9LHkC8m"
},
"outputs": [],
"source": [
"import os\n",
"directory=\"/content/drive/MyDrive/Citation_dataframes\"\n",
"if not os.path.exists(directory):\n",
" os.makedirs(directory)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"background_save": true,
"base_uri": "https://localhost:8080/"
},
"id": "QnF1pnH8KMA2",
"outputId": "66034f90-86e2-4f75-d7ab-3389232831c7"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180163 citations so far ... skipped 2053342324 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 14 with citation 143 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180164 citations so far ... skipped 2053342324 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 14 with citation 146 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180165 citations so far ... skipped 2053342324 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 14 with citation 163 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180166 citations so far ... skipped 2053342324 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 14 with citation 165 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180167 citations so far ... skipped 2053342324 citations so far ... \n",
"Computed row 2431 / 5008.\n",
"Skipped 2053425462 citations, applied cosine simmilarity to 180168 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 16 with citation 29 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180168 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 16 with citation 63 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180169 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 16 with citation 99 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180170 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 16 with citation 110 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180171 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 16 with citation 127 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180172 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 17 with citation 49 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180173 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 17 with citation 108 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180174 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 17 with citation 114 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180175 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 17 with citation 135 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180176 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 17 with citation 150 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180177 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 17 with citation 175 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180178 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 17 with citation 194 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180179 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 18 with citation 2 / 52 (out of 83138 citations of the current df) ... \n",
"start_iter=80711 end_iter=80762\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180180 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 19 with citation 11 / 68 (out of 83138 citations of the current df) ... \n",
"start_iter=79689 end_iter=79756\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180181 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 19 with citation 15 / 68 (out of 83138 citations of the current df) ... \n",
"start_iter=79689 end_iter=79756\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180182 citations so far ... skipped 2053425462 citations so far ... \n",
"Computing row 2431 / 5008: comparing citation 19 with citation 30 / 68 (out of 83138 citations of the current df) ... \n",
"start_iter=79689 end_iter=79756\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180183 citations so far ... skipped 2053425462 citations so far ... \n",
"Computed row 2431 / 5008.\n",
"Skipped 2053508600 citations, applied cosine simmilarity to 180184 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 1 with citation 98 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180184 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 2 with citation 47 / 91 (out of 83138 citations of the current df) ... \n",
"start_iter=13629 end_iter=13719\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180185 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 1 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180186 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 3 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180187 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 15 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180188 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 16 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180189 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 70 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180190 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 154 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180191 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 156 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180192 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 170 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180193 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 211 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180194 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 249 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180195 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 277 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180196 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 3 with citation 385 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180197 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 4 with citation 97 / 161 (out of 83138 citations of the current df) ... \n",
"start_iter=73892 end_iter=74052\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180198 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 5 with citation 5 / 233 (out of 83138 citations of the current df) ... \n",
"start_iter=66642 end_iter=66874\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180199 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 5 with citation 10 / 233 (out of 83138 citations of the current df) ... \n",
"start_iter=66642 end_iter=66874\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180200 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 5 with citation 11 / 233 (out of 83138 citations of the current df) ... \n",
"start_iter=66642 end_iter=66874\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180201 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 5 with citation 42 / 233 (out of 83138 citations of the current df) ... \n",
"start_iter=66642 end_iter=66874\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180202 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 5 with citation 51 / 233 (out of 83138 citations of the current df) ... \n",
"start_iter=66642 end_iter=66874\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180203 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 5 with citation 62 / 233 (out of 83138 citations of the current df) ... \n",
"start_iter=66642 end_iter=66874\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180204 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 5 with citation 88 / 233 (out of 83138 citations of the current df) ... \n",
"start_iter=66642 end_iter=66874\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180205 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 5 with citation 100 / 233 (out of 83138 citations of the current df) ... \n",
"start_iter=66642 end_iter=66874\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180206 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 6 with citation 2 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=72432 end_iter=72596\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180207 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 6 with citation 11 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=72432 end_iter=72596\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180208 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 6 with citation 22 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=72432 end_iter=72596\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180209 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 6 with citation 33 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=72432 end_iter=72596\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180210 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 6 with citation 49 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=72432 end_iter=72596\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180211 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 6 with citation 72 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=72432 end_iter=72596\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180212 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 6 with citation 109 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=72432 end_iter=72596\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180213 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 6 with citation 128 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=72432 end_iter=72596\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180214 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 6 with citation 140 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=72432 end_iter=72596\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180215 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 7 with citation 250 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180216 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 8 with citation 79 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180217 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 8 with citation 80 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180218 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 8 with citation 139 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180219 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 8 with citation 223 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180220 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 8 with citation 226 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180221 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 9 with citation 57 / 102 (out of 83138 citations of the current df) ... \n",
"start_iter=78776 end_iter=78877\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180222 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 10 with citation 20 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180223 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 10 with citation 85 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180224 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 10 with citation 144 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180225 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 10 with citation 156 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180226 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 10 with citation 193 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180227 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 10 with citation 235 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180228 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 10 with citation 271 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180229 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 10 with citation 272 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180230 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 10 with citation 294 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180231 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 10 with citation 318 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180232 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 10 with citation 326 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180233 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 7 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180234 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 10 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180235 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 29 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180236 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 40 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180237 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 49 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180238 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 71 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180239 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 85 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180240 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 114 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180241 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 125 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180242 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 138 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180243 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 168 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180244 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 200 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180245 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 201 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180246 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 208 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180247 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 235 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180248 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 245 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180249 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 271 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180250 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 272 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180251 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 330 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180252 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 11 with citation 333 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180253 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 12 with citation 69 / 447 (out of 83138 citations of the current df) ... \n",
"start_iter=36947 end_iter=37393\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180254 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 12 with citation 92 / 447 (out of 83138 citations of the current df) ... \n",
"start_iter=36947 end_iter=37393\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180255 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 12 with citation 239 / 447 (out of 83138 citations of the current df) ... \n",
"start_iter=36947 end_iter=37393\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180256 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 12 with citation 273 / 447 (out of 83138 citations of the current df) ... \n",
"start_iter=36947 end_iter=37393\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180257 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 12 with citation 411 / 447 (out of 83138 citations of the current df) ... \n",
"start_iter=36947 end_iter=37393\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180258 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 13 with citation 9 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=72432 end_iter=72596\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180259 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 6 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180260 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 7 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180261 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 11 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180262 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 13 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180263 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 22 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180264 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 31 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180265 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 34 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180266 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 36 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180267 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 48 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180268 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 49 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180269 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 52 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180270 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 82 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180271 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 93 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180272 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 113 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180273 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 129 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180274 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 153 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180275 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 155 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180276 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 165 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180277 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 175 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180278 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 177 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180279 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 178 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180280 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 180 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180281 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 187 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180282 citations so far ... skipped 2053508600 citations so far ... \n",
"Computing row 2432 / 5008: comparing citation 14 with citation 202 / 215 (out of 83138 citations of the current df) ... \n",
"start_iter=69526 end_iter=69740\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180283 citations so far ... skipped 2053508600 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2053591738 citations, applied cosine simmilarity to 180284 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2053674876 citations, applied cosine simmilarity to 180284 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 3 with citation 120 / 218 (out of 83138 citations of the current df) ... \n",
"start_iter=11421 end_iter=11638\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180284 citations so far ... skipped 2053674876 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 3 with citation 121 / 218 (out of 83138 citations of the current df) ... \n",
"start_iter=11421 end_iter=11638\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180285 citations so far ... skipped 2053674876 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 4 with citation 94 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180286 citations so far ... skipped 2053674876 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2053758014 citations, applied cosine simmilarity to 180287 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2053841152 citations, applied cosine simmilarity to 180287 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2053924290 citations, applied cosine simmilarity to 180287 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 8 with citation 9 / 256 (out of 83138 citations of the current df) ... \n",
"start_iter=8177 end_iter=8432\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180287 citations so far ... skipped 2053924290 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 9 with citation 88 / 172 (out of 83138 citations of the current df) ... \n",
"start_iter=12021 end_iter=12192\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180288 citations so far ... skipped 2053924290 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2054007428 citations, applied cosine simmilarity to 180289 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2054090566 citations, applied cosine simmilarity to 180289 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2054173704 citations, applied cosine simmilarity to 180289 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2054256842 citations, applied cosine simmilarity to 180289 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 14 with citation 119 / 218 (out of 83138 citations of the current df) ... \n",
"start_iter=11421 end_iter=11638\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180289 citations so far ... skipped 2054256842 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 14 with citation 121 / 218 (out of 83138 citations of the current df) ... \n",
"start_iter=11421 end_iter=11638\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180290 citations so far ... skipped 2054256842 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 15 with citation 27 / 154 (out of 83138 citations of the current df) ... \n",
"start_iter=12191 end_iter=12344\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180291 citations so far ... skipped 2054256842 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 16 with citation 119 / 218 (out of 83138 citations of the current df) ... \n",
"start_iter=11421 end_iter=11638\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180292 citations so far ... skipped 2054256842 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 16 with citation 120 / 218 (out of 83138 citations of the current df) ... \n",
"start_iter=11421 end_iter=11638\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180293 citations so far ... skipped 2054256842 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 17 with citation 119 / 232 (out of 83138 citations of the current df) ... \n",
"start_iter=10694 end_iter=10925\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180294 citations so far ... skipped 2054256842 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2054339980 citations, applied cosine simmilarity to 180295 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2054423118 citations, applied cosine simmilarity to 180295 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 20 with citation 93 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180295 citations so far ... skipped 2054423118 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 21 with citation 118 / 232 (out of 83138 citations of the current df) ... \n",
"start_iter=10694 end_iter=10925\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180296 citations so far ... skipped 2054423118 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 22 with citation 87 / 172 (out of 83138 citations of the current df) ... \n",
"start_iter=12021 end_iter=12192\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180297 citations so far ... skipped 2054423118 citations so far ... \n",
"Computing row 2433 / 5008: comparing citation 23 with citation 105 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180298 citations so far ... skipped 2054423118 citations so far ... \n",
"Computed row 2433 / 5008.\n",
"Skipped 2054506256 citations, applied cosine simmilarity to 180299 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 1 with citation 65 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=21852 end_iter=22194\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180299 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 1 with citation 90 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=21852 end_iter=22194\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180300 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 1 with citation 165 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=21852 end_iter=22194\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180301 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 1 with citation 235 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=21852 end_iter=22194\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180302 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 1 with citation 247 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=21852 end_iter=22194\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180303 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 1 with citation 248 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=21852 end_iter=22194\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180304 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 1 with citation 338 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=21852 end_iter=22194\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180305 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 2 with citation 10 / 238 (out of 83138 citations of the current df) ... \n",
"start_iter=17479 end_iter=17716\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180306 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 2 with citation 31 / 238 (out of 83138 citations of the current df) ... \n",
"start_iter=17479 end_iter=17716\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180307 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 2 with citation 54 / 238 (out of 83138 citations of the current df) ... \n",
"start_iter=17479 end_iter=17716\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180308 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 3 with citation 58 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=29560 end_iter=29959\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180309 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 3 with citation 67 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=29560 end_iter=29959\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180310 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 3 with citation 119 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=29560 end_iter=29959\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180311 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 3 with citation 129 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=29560 end_iter=29959\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180312 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 3 with citation 223 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=29560 end_iter=29959\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180313 citations so far ... skipped 2054506256 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 3 with citation 335 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=29560 end_iter=29959\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180314 citations so far ... skipped 2054506256 citations so far ... \n",
"Computed row 2434 / 5008.\n",
"Skipped 2054589394 citations, applied cosine simmilarity to 180315 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 5 with citation 8 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=22 ... \n",
"Did this for 180315 citations so far ... skipped 2054589394 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 5 with citation 52 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=18 ... \n",
"Did this for 180316 citations so far ... skipped 2054589394 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 5 with citation 361 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=20 ... \n",
"Did this for 180317 citations so far ... skipped 2054589394 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 5 with citation 399 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=19 ... \n",
"Did this for 180318 citations so far ... skipped 2054589394 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 6 with citation 16 / 118 (out of 83138 citations of the current df) ... \n",
"start_iter=77067 end_iter=77184\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180319 citations so far ... skipped 2054589394 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 6 with citation 20 / 118 (out of 83138 citations of the current df) ... \n",
"start_iter=77067 end_iter=77184\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180320 citations so far ... skipped 2054589394 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 6 with citation 83 / 118 (out of 83138 citations of the current df) ... \n",
"start_iter=77067 end_iter=77184\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180321 citations so far ... skipped 2054589394 citations so far ... \n",
"Computed row 2434 / 5008.\n",
"Skipped 2054672532 citations, applied cosine simmilarity to 180322 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 8 with citation 28 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180322 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 8 with citation 42 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180323 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 8 with citation 173 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180324 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 9 with citation 8 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180325 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 9 with citation 19 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180326 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 9 with citation 24 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180327 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 9 with citation 27 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180328 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 9 with citation 62 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180329 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 9 with citation 114 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180330 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 9 with citation 132 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180331 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 9 with citation 190 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180332 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 9 with citation 392 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180333 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 10 with citation 347 / 407 (out of 83138 citations of the current df) ... \n",
"start_iter=35649 end_iter=36055\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180334 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 10 with citation 364 / 407 (out of 83138 citations of the current df) ... \n",
"start_iter=35649 end_iter=36055\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180335 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 11 with citation 60 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180336 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 12 with citation 118 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180337 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 12 with citation 166 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180338 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 13 with citation 41 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=48456 end_iter=48837\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180339 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 13 with citation 47 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=48456 end_iter=48837\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180340 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 13 with citation 52 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=48456 end_iter=48837\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180341 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 13 with citation 120 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=48456 end_iter=48837\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180342 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 13 with citation 122 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=48456 end_iter=48837\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180343 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 13 with citation 187 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=48456 end_iter=48837\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180344 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 13 with citation 226 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=48456 end_iter=48837\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180345 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 13 with citation 259 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=48456 end_iter=48837\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180346 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 13 with citation 314 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=48456 end_iter=48837\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180347 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 13 with citation 342 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=48456 end_iter=48837\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180348 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 14 with citation 24 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=69929 end_iter=70109\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180349 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 15 with citation 152 / 237 (out of 83138 citations of the current df) ... \n",
"start_iter=69291 end_iter=69527\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180350 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 15 with citation 158 / 237 (out of 83138 citations of the current df) ... \n",
"start_iter=69291 end_iter=69527\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180351 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 15 with citation 162 / 237 (out of 83138 citations of the current df) ... \n",
"start_iter=69291 end_iter=69527\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180352 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 15 with citation 195 / 237 (out of 83138 citations of the current df) ... \n",
"start_iter=69291 end_iter=69527\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180353 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 15 with citation 203 / 237 (out of 83138 citations of the current df) ... \n",
"start_iter=69291 end_iter=69527\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180354 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 15 with citation 223 / 237 (out of 83138 citations of the current df) ... \n",
"start_iter=69291 end_iter=69527\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180355 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 16 with citation 329 / 364 (out of 83138 citations of the current df) ... \n",
"start_iter=24798 end_iter=25161\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180356 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 17 with citation 28 / 335 (out of 83138 citations of the current df) ... \n",
"start_iter=22521 end_iter=22855\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180357 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 17 with citation 126 / 335 (out of 83138 citations of the current df) ... \n",
"start_iter=22521 end_iter=22855\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180358 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 18 with citation 13 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43714 end_iter=44123\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180359 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 18 with citation 57 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43714 end_iter=44123\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180360 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 18 with citation 87 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43714 end_iter=44123\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180361 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 18 with citation 138 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43714 end_iter=44123\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180362 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 18 with citation 153 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43714 end_iter=44123\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180363 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 18 with citation 155 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43714 end_iter=44123\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180364 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 18 with citation 180 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43714 end_iter=44123\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180365 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 18 with citation 221 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43714 end_iter=44123\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180366 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 18 with citation 313 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43714 end_iter=44123\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180367 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 18 with citation 358 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43714 end_iter=44123\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180368 citations so far ... skipped 2054672532 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 19 with citation 21 / 102 (out of 83138 citations of the current df) ... \n",
"start_iter=77509 end_iter=77610\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180369 citations so far ... skipped 2054672532 citations so far ... \n",
"Computed row 2434 / 5008.\n",
"Skipped 2054755670 citations, applied cosine simmilarity to 180370 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 21 with citation 12 / 412 (out of 83138 citations of the current df) ... \n",
"start_iter=46093 end_iter=46504\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180370 citations so far ... skipped 2054755670 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 21 with citation 372 / 412 (out of 83138 citations of the current df) ... \n",
"start_iter=46093 end_iter=46504\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180371 citations so far ... skipped 2054755670 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 21 with citation 395 / 412 (out of 83138 citations of the current df) ... \n",
"start_iter=46093 end_iter=46504\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180372 citations so far ... skipped 2054755670 citations so far ... \n",
"Computed row 2434 / 5008.\n",
"Skipped 2054838808 citations, applied cosine simmilarity to 180373 citations so far ... \n",
"Computed row 2434 / 5008.\n",
"Skipped 2054921946 citations, applied cosine simmilarity to 180373 citations so far ... \n",
"Computed row 2434 / 5008.\n",
"Skipped 2055005084 citations, applied cosine simmilarity to 180373 citations so far ... \n",
"Computing row 2434 / 5008: comparing citation 25 with citation 118 / 287 (out of 83138 citations of the current df) ... \n",
"start_iter=20316 end_iter=20602\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180373 citations so far ... skipped 2055005084 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 1 with citation 54 / 316 (out of 83138 citations of the current df) ... \n",
"start_iter=23827 end_iter=24142\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180374 citations so far ... skipped 2055005084 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 1 with citation 297 / 316 (out of 83138 citations of the current df) ... \n",
"start_iter=23827 end_iter=24142\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180375 citations so far ... skipped 2055005084 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 2 with citation 122 / 412 (out of 83138 citations of the current df) ... \n",
"start_iter=46093 end_iter=46504\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180376 citations so far ... skipped 2055005084 citations so far ... \n",
"Computed row 2435 / 5008.\n",
"Skipped 2055088222 citations, applied cosine simmilarity to 180377 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 13 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180377 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 18 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180378 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 29 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180379 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 37 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180380 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 44 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180381 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 58 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180382 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 61 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180383 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 114 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180384 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 203 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180385 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 204 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180386 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 238 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180387 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 267 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180388 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 278 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180389 citations so far ... skipped 2055088222 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 4 with citation 292 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=27248 end_iter=27605\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180390 citations so far ... skipped 2055088222 citations so far ... \n",
"Computed row 2435 / 5008.\n",
"Skipped 2055171360 citations, applied cosine simmilarity to 180391 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 6 with citation 11 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180391 citations so far ... skipped 2055171360 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 6 with citation 17 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180392 citations so far ... skipped 2055171360 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 6 with citation 21 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180393 citations so far ... skipped 2055171360 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 6 with citation 53 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180394 citations so far ... skipped 2055171360 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 6 with citation 58 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180395 citations so far ... skipped 2055171360 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 6 with citation 74 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=16 ... \n",
"Did this for 180396 citations so far ... skipped 2055171360 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 6 with citation 123 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180397 citations so far ... skipped 2055171360 citations so far ... \n",
"Computed row 2435 / 5008.\n",
"Skipped 2055254498 citations, applied cosine simmilarity to 180398 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 8 with citation 309 / 447 (out of 83138 citations of the current df) ... \n",
"start_iter=36947 end_iter=37393\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180398 citations so far ... skipped 2055254498 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 9 with citation 181 / 386 (out of 83138 citations of the current df) ... \n",
"start_iter=31219 end_iter=31604\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180399 citations so far ... skipped 2055254498 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 9 with citation 239 / 386 (out of 83138 citations of the current df) ... \n",
"start_iter=31219 end_iter=31604\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180400 citations so far ... skipped 2055254498 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 9 with citation 306 / 386 (out of 83138 citations of the current df) ... \n",
"start_iter=31219 end_iter=31604\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180401 citations so far ... skipped 2055254498 citations so far ... \n",
"Computed row 2435 / 5008.\n",
"Skipped 2055337636 citations, applied cosine simmilarity to 180402 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 11 with citation 82 / 209 (out of 83138 citations of the current df) ... \n",
"start_iter=71300 end_iter=71508\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180402 citations so far ... skipped 2055337636 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 11 with citation 110 / 209 (out of 83138 citations of the current df) ... \n",
"start_iter=71300 end_iter=71508\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180403 citations so far ... skipped 2055337636 citations so far ... \n",
"Computed row 2435 / 5008.\n",
"Skipped 2055420774 citations, applied cosine simmilarity to 180404 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 3 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180404 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 35 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180405 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 60 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180406 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 73 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180407 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 84 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180408 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 87 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180409 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 91 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180410 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 126 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180411 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 135 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180412 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 157 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180413 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 210 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180414 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 219 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180415 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 229 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180416 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 246 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180417 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 261 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180418 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 273 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180419 citations so far ... skipped 2055420774 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 13 with citation 295 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180420 citations so far ... skipped 2055420774 citations so far ... \n",
"Computed row 2435 / 5008.\n",
"Skipped 2055503912 citations, applied cosine simmilarity to 180421 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 9 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180421 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 35 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180422 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 48 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180423 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 55 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180424 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 67 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180425 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 88 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180426 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 89 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180427 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 104 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180428 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 117 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180429 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 124 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180430 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 165 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180431 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 172 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180432 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 188 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180433 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 204 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180434 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 211 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180435 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 221 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180436 citations so far ... skipped 2055503912 citations so far ... \n",
"Computing row 2435 / 5008: comparing citation 15 with citation 225 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=63167 end_iter=63425\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180437 citations so far ... skipped 2055503912 citations so far ... \n",
"Computed row 2435 / 5008.\n",
"Skipped 2055587050 citations, applied cosine simmilarity to 180438 citations so far ... \n",
"Computed row 2435 / 5008.\n",
"Skipped 2055670188 citations, applied cosine simmilarity to 180438 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2055753326 citations, applied cosine simmilarity to 180438 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2055836464 citations, applied cosine simmilarity to 180438 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2055919602 citations, applied cosine simmilarity to 180438 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2056002740 citations, applied cosine simmilarity to 180438 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 5 with citation 50 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180438 citations so far ... skipped 2056002740 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 5 with citation 88 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180439 citations so far ... skipped 2056002740 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 5 with citation 175 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180440 citations so far ... skipped 2056002740 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 5 with citation 224 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180441 citations so far ... skipped 2056002740 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2056085878 citations, applied cosine simmilarity to 180442 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2056169016 citations, applied cosine simmilarity to 180442 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 8 with citation 13 / 356 (out of 83138 citations of the current df) ... \n",
"start_iter=51353 end_iter=51708\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180442 citations so far ... skipped 2056169016 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 8 with citation 50 / 356 (out of 83138 citations of the current df) ... \n",
"start_iter=51353 end_iter=51708\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180443 citations so far ... skipped 2056169016 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 8 with citation 58 / 356 (out of 83138 citations of the current df) ... \n",
"start_iter=51353 end_iter=51708\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180444 citations so far ... skipped 2056169016 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 8 with citation 120 / 356 (out of 83138 citations of the current df) ... \n",
"start_iter=51353 end_iter=51708\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180445 citations so far ... skipped 2056169016 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 8 with citation 215 / 356 (out of 83138 citations of the current df) ... \n",
"start_iter=51353 end_iter=51708\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180446 citations so far ... skipped 2056169016 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 8 with citation 261 / 356 (out of 83138 citations of the current df) ... \n",
"start_iter=51353 end_iter=51708\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180447 citations so far ... skipped 2056169016 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 9 with citation 16 / 145 (out of 83138 citations of the current df) ... \n",
"start_iter=72595 end_iter=72739\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180448 citations so far ... skipped 2056169016 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 9 with citation 21 / 145 (out of 83138 citations of the current df) ... \n",
"start_iter=72595 end_iter=72739\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180449 citations so far ... skipped 2056169016 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 10 with citation 76 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180450 citations so far ... skipped 2056169016 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 10 with citation 144 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180451 citations so far ... skipped 2056169016 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 10 with citation 236 / 343 (out of 83138 citations of the current df) ... \n",
"start_iter=52407 end_iter=52749\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180452 citations so far ... skipped 2056169016 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2056252154 citations, applied cosine simmilarity to 180453 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 12 with citation 45 / 347 (out of 83138 citations of the current df) ... \n",
"start_iter=49954 end_iter=50300\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180453 citations so far ... skipped 2056252154 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2056335292 citations, applied cosine simmilarity to 180454 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 14 with citation 55 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180454 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 14 with citation 75 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180455 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 14 with citation 158 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180456 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 14 with citation 165 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180457 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 14 with citation 360 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180458 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 15 with citation 242 / 281 (out of 83138 citations of the current df) ... \n",
"start_iter=61229 end_iter=61509\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180459 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 16 with citation 78 / 129 (out of 83138 citations of the current df) ... \n",
"start_iter=75633 end_iter=75761\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180460 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 16 with citation 101 / 129 (out of 83138 citations of the current df) ... \n",
"start_iter=75633 end_iter=75761\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180461 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 17 with citation 113 / 307 (out of 83138 citations of the current df) ... \n",
"start_iter=58818 end_iter=59124\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180462 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 17 with citation 124 / 307 (out of 83138 citations of the current df) ... \n",
"start_iter=58818 end_iter=59124\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180463 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 17 with citation 151 / 307 (out of 83138 citations of the current df) ... \n",
"start_iter=58818 end_iter=59124\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180464 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 17 with citation 154 / 307 (out of 83138 citations of the current df) ... \n",
"start_iter=58818 end_iter=59124\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180465 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 17 with citation 170 / 307 (out of 83138 citations of the current df) ... \n",
"start_iter=58818 end_iter=59124\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180466 citations so far ... skipped 2056335292 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 17 with citation 188 / 307 (out of 83138 citations of the current df) ... \n",
"start_iter=58818 end_iter=59124\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180467 citations so far ... skipped 2056335292 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2056418430 citations, applied cosine simmilarity to 180468 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 5 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180468 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 10 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180469 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 16 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180470 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 18 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180471 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 19 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180472 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 20 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180473 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 41 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180474 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 49 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180475 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 52 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180476 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 57 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180477 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 63 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180478 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 68 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180479 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 71 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180480 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 81 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180481 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 92 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180482 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 97 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180483 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 99 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180484 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 100 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180485 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 110 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180486 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 114 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180487 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 121 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180488 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 124 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180489 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 127 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180490 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 133 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180491 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 150 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180492 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 156 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180493 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 175 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180494 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 19 with citation 194 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180495 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 2 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180496 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 10 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180497 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 28 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180498 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 35 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180499 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 39 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180500 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 63 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180501 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 69 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180502 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 71 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180503 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 82 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180504 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 99 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180505 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 162 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180506 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 191 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180507 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 195 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180508 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 202 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180509 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 229 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180510 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 237 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180511 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 257 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180512 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 264 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180513 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 265 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180514 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 20 with citation 275 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180515 citations so far ... skipped 2056418430 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 21 with citation 254 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=58202 end_iter=58504\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180516 citations so far ... skipped 2056418430 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2056501568 citations, applied cosine simmilarity to 180517 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2056584706 citations, applied cosine simmilarity to 180517 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 24 with citation 217 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180517 citations so far ... skipped 2056584706 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2056667844 citations, applied cosine simmilarity to 180518 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2056750982 citations, applied cosine simmilarity to 180518 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 27 with citation 216 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180518 citations so far ... skipped 2056750982 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 28 with citation 109 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=50299 end_iter=50643\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180519 citations so far ... skipped 2056750982 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 28 with citation 137 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=50299 end_iter=50643\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180520 citations so far ... skipped 2056750982 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 28 with citation 252 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=50299 end_iter=50643\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180521 citations so far ... skipped 2056750982 citations so far ... \n",
"Computing row 2436 / 5008: comparing citation 28 with citation 322 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=50299 end_iter=50643\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180522 citations so far ... skipped 2056750982 citations so far ... \n",
"Computed row 2436 / 5008.\n",
"Skipped 2056834120 citations, applied cosine simmilarity to 180523 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2056917258 citations, applied cosine simmilarity to 180523 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2057000396 citations, applied cosine simmilarity to 180523 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2057083534 citations, applied cosine simmilarity to 180523 citations so far ... \n",
"Computing row 2437 / 5008: comparing citation 4 with citation 305 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=2271 end_iter=2663\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180523 citations so far ... skipped 2057083534 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2057166672 citations, applied cosine simmilarity to 180524 citations so far ... \n",
"Computing row 2437 / 5008: comparing citation 6 with citation 160 / 450 (out of 83138 citations of the current df) ... \n",
"start_iter=1823 end_iter=2272\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180524 citations so far ... skipped 2057166672 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2057249810 citations, applied cosine simmilarity to 180525 citations so far ... \n",
"Computing row 2437 / 5008: comparing citation 8 with citation 5 / 193 (out of 83138 citations of the current df) ... \n",
"start_iter=5565 end_iter=5757\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180525 citations so far ... skipped 2057249810 citations so far ... \n",
"Computing row 2437 / 5008: comparing citation 8 with citation 28 / 193 (out of 83138 citations of the current df) ... \n",
"start_iter=5565 end_iter=5757\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180526 citations so far ... skipped 2057249810 citations so far ... \n",
"Computing row 2437 / 5008: comparing citation 9 with citation 109 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=4538 end_iter=4756\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180527 citations so far ... skipped 2057249810 citations so far ... \n",
"Computing row 2437 / 5008: comparing citation 9 with citation 145 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=4538 end_iter=4756\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180528 citations so far ... skipped 2057249810 citations so far ... \n",
"Computing row 2437 / 5008: comparing citation 9 with citation 146 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=4538 end_iter=4756\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180529 citations so far ... skipped 2057249810 citations so far ... \n",
"Computing row 2437 / 5008: comparing citation 9 with citation 160 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=4538 end_iter=4756\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180530 citations so far ... skipped 2057249810 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2057332948 citations, applied cosine simmilarity to 180531 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2057416086 citations, applied cosine simmilarity to 180531 citations so far ... \n",
"Computing row 2437 / 5008: comparing citation 12 with citation 18 / 221 (out of 83138 citations of the current df) ... \n",
"start_iter=4319 end_iter=4539\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180531 citations so far ... skipped 2057416086 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2057499224 citations, applied cosine simmilarity to 180532 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2057582362 citations, applied cosine simmilarity to 180532 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2057665500 citations, applied cosine simmilarity to 180532 citations so far ... \n",
"Computing row 2437 / 5008: comparing citation 16 with citation 208 / 217 (out of 83138 citations of the current df) ... \n",
"start_iter=1286 end_iter=1502\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180532 citations so far ... skipped 2057665500 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2057748638 citations, applied cosine simmilarity to 180533 citations so far ... \n",
"Computed row 2437 / 5008.\n",
"Skipped 2057831776 citations, applied cosine simmilarity to 180533 citations so far ... \n",
"Computed row 2438 / 5008.\n",
"Skipped 2057914914 citations, applied cosine simmilarity to 180533 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 2 with citation 2 / 328 (out of 83138 citations of the current df) ... \n",
"start_iter=24472 end_iter=24799\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180533 citations so far ... skipped 2057914914 citations so far ... \n",
"Computed row 2438 / 5008.\n",
"Skipped 2057998052 citations, applied cosine simmilarity to 180534 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 4 with citation 8 / 183 (out of 83138 citations of the current df) ... \n",
"start_iter=72738 end_iter=72920\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180534 citations so far ... skipped 2057998052 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 4 with citation 96 / 183 (out of 83138 citations of the current df) ... \n",
"start_iter=72738 end_iter=72920\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180535 citations so far ... skipped 2057998052 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 5 with citation 13 / 347 (out of 83138 citations of the current df) ... \n",
"start_iter=25160 end_iter=25506\n",
"Applying cosine simmilarity wordcount=17 ... \n",
"Did this for 180536 citations so far ... skipped 2057998052 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 5 with citation 328 / 347 (out of 83138 citations of the current df) ... \n",
"start_iter=25160 end_iter=25506\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180537 citations so far ... skipped 2057998052 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 6 with citation 186 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=20 ... \n",
"Did this for 180538 citations so far ... skipped 2057998052 citations so far ... \n",
"Computed row 2438 / 5008.\n",
"Skipped 2058081190 citations, applied cosine simmilarity to 180539 citations so far ... \n",
"Computed row 2438 / 5008.\n",
"Skipped 2058164328 citations, applied cosine simmilarity to 180539 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 9 with citation 398 / 425 (out of 83138 citations of the current df) ... \n",
"start_iter=38240 end_iter=38664\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180539 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 10 with citation 216 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=25 ... \n",
"Did this for 180540 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 11 with citation 41 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=41627 end_iter=42029\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180541 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 11 with citation 178 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=41627 end_iter=42029\n",
"Applying cosine simmilarity wordcount=22 ... \n",
"Did this for 180542 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 12 with citation 101 / 281 (out of 83138 citations of the current df) ... \n",
"start_iter=61229 end_iter=61509\n",
"Applying cosine simmilarity wordcount=29 ... \n",
"Did this for 180543 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 12 with citation 157 / 281 (out of 83138 citations of the current df) ... \n",
"start_iter=61229 end_iter=61509\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180544 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 12 with citation 182 / 281 (out of 83138 citations of the current df) ... \n",
"start_iter=61229 end_iter=61509\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180545 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 12 with citation 185 / 281 (out of 83138 citations of the current df) ... \n",
"start_iter=61229 end_iter=61509\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180546 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 12 with citation 234 / 281 (out of 83138 citations of the current df) ... \n",
"start_iter=61229 end_iter=61509\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180547 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 12 with citation 235 / 281 (out of 83138 citations of the current df) ... \n",
"start_iter=61229 end_iter=61509\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180548 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 12 with citation 277 / 281 (out of 83138 citations of the current df) ... \n",
"start_iter=61229 end_iter=61509\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180549 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 12 with citation 279 / 281 (out of 83138 citations of the current df) ... \n",
"start_iter=61229 end_iter=61509\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180550 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 13 with citation 104 / 199 (out of 83138 citations of the current df) ... \n",
"start_iter=71507 end_iter=71705\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180551 citations so far ... skipped 2058164328 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 14 with citation 93 / 423 (out of 83138 citations of the current df) ... \n",
"start_iter=42885 end_iter=43307\n",
"Applying cosine simmilarity wordcount=24 ... \n",
"Did this for 180552 citations so far ... skipped 2058164328 citations so far ... \n",
"Computed row 2438 / 5008.\n",
"Skipped 2058247466 citations, applied cosine simmilarity to 180553 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 16 with citation 166 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=53086 end_iter=53430\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180553 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 17 with citation 8 / 237 (out of 83138 citations of the current df) ... \n",
"start_iter=65227 end_iter=65463\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180554 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 17 with citation 12 / 237 (out of 83138 citations of the current df) ... \n",
"start_iter=65227 end_iter=65463\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180555 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 17 with citation 74 / 237 (out of 83138 citations of the current df) ... \n",
"start_iter=65227 end_iter=65463\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180556 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 17 with citation 153 / 237 (out of 83138 citations of the current df) ... \n",
"start_iter=65227 end_iter=65463\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180557 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2438 / 5008: comparing citation 17 with citation 162 / 237 (out of 83138 citations of the current df) ... \n",
"start_iter=65227 end_iter=65463\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180558 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 33 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180559 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 63 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180560 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 66 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180561 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 109 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180562 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 166 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180563 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 193 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180564 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 195 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180565 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 210 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180566 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 223 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180567 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 249 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180568 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 266 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180569 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 276 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180570 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 319 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180571 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 1 with citation 349 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180572 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 31 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180573 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 50 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180574 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 72 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180575 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 123 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180576 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 141 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180577 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 188 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180578 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 189 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180579 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 245 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180580 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 312 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180581 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 336 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180582 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 342 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180583 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 2 with citation 355 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180584 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 32 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180585 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 44 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180586 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 49 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180587 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 55 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180588 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 56 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180589 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 78 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180590 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 104 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180591 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 109 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180592 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 130 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180593 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 131 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180594 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 144 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180595 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 148 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180596 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 152 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180597 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 160 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180598 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 168 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180599 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 185 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=27 ... \n",
"Did this for 180600 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 237 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180601 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 261 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180602 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 266 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180603 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 271 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180604 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 286 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180605 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 294 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180606 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 341 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180607 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 354 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180608 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 363 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180609 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 380 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180610 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 385 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180611 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 388 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180612 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 394 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180613 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 3 with citation 417 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180614 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 4 with citation 38 / 458 (out of 83138 citations of the current df) ... \n",
"start_iter=35193 end_iter=35650\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180615 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 4 with citation 64 / 458 (out of 83138 citations of the current df) ... \n",
"start_iter=35193 end_iter=35650\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180616 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 4 with citation 85 / 458 (out of 83138 citations of the current df) ... \n",
"start_iter=35193 end_iter=35650\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180617 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 4 with citation 106 / 458 (out of 83138 citations of the current df) ... \n",
"start_iter=35193 end_iter=35650\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180618 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 4 with citation 125 / 458 (out of 83138 citations of the current df) ... \n",
"start_iter=35193 end_iter=35650\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180619 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 4 with citation 174 / 458 (out of 83138 citations of the current df) ... \n",
"start_iter=35193 end_iter=35650\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180620 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 4 with citation 246 / 458 (out of 83138 citations of the current df) ... \n",
"start_iter=35193 end_iter=35650\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180621 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 4 with citation 271 / 458 (out of 83138 citations of the current df) ... \n",
"start_iter=35193 end_iter=35650\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180622 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 4 with citation 284 / 458 (out of 83138 citations of the current df) ... \n",
"start_iter=35193 end_iter=35650\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180623 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 4 with citation 427 / 458 (out of 83138 citations of the current df) ... \n",
"start_iter=35193 end_iter=35650\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180624 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 4 with citation 440 / 458 (out of 83138 citations of the current df) ... \n",
"start_iter=35193 end_iter=35650\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180625 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 5 with citation 50 / 318 (out of 83138 citations of the current df) ... \n",
"start_iter=56048 end_iter=56365\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180626 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 1 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180627 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 34 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180628 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 50 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180629 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 53 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=14 ... \n",
"Did this for 180630 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 67 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180631 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 73 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180632 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 93 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180633 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 116 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180634 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 125 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180635 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 154 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180636 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 177 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180637 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 203 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180638 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 239 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180639 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 248 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=14 ... \n",
"Did this for 180640 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 262 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180641 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 294 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180642 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 307 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180643 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 404 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180644 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 6 with citation 413 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180645 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 22 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180646 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 28 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180647 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 68 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180648 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 72 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180649 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 87 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180650 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 92 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180651 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 119 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180652 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 130 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180653 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 152 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180654 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 185 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180655 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 210 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180656 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 214 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180657 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 228 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180658 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 279 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180659 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 291 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180660 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 296 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180661 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 307 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180662 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 315 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180663 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 318 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180664 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 346 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180665 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 351 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180666 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 7 with citation 366 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=46503 end_iter=46895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180667 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 12 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180668 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 38 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180669 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 64 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180670 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 65 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180671 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 67 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=14 ... \n",
"Did this for 180672 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 77 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180673 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 109 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180674 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 113 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=30 ... \n",
"Did this for 180675 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 125 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180676 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 140 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180677 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 153 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180678 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 160 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180679 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 161 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180680 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 169 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180681 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 8 with citation 189 / 194 (out of 83138 citations of the current df) ... \n",
"start_iter=70546 end_iter=70739\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180682 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 9 with citation 74 / 277 (out of 83138 citations of the current df) ... \n",
"start_iter=61508 end_iter=61784\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180683 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 9 with citation 80 / 277 (out of 83138 citations of the current df) ... \n",
"start_iter=61508 end_iter=61784\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180684 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 9 with citation 120 / 277 (out of 83138 citations of the current df) ... \n",
"start_iter=61508 end_iter=61784\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180685 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 9 with citation 149 / 277 (out of 83138 citations of the current df) ... \n",
"start_iter=61508 end_iter=61784\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180686 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 10 with citation 169 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180687 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 10 with citation 221 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180688 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 10 with citation 242 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180689 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 10 with citation 262 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180690 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 10 with citation 306 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180691 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 10 with citation 350 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180692 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 10 with citation 425 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180693 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 12 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180694 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 27 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180695 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 77 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180696 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 119 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180697 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 122 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180698 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 144 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180699 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 146 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180700 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 215 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180701 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 226 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180702 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 241 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180703 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 249 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180704 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 269 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180705 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 279 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180706 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 303 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180707 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 310 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180708 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 363 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180709 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 384 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180710 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 11 with citation 389 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=34016 end_iter=34432\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180711 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 3 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180712 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 12 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180713 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 30 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180714 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 56 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180715 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 59 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180716 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 73 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180717 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 88 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180718 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 103 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180719 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 108 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180720 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 118 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180721 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 119 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180722 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 135 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180723 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 142 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180724 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 169 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180725 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 182 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180726 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 230 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180727 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 260 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180728 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 330 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180729 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 351 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180730 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 374 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180731 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 375 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180732 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 12 with citation 392 / 404 (out of 83138 citations of the current df) ... \n",
"start_iter=44492 end_iter=44895\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180733 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 13 with citation 291 / 346 (out of 83138 citations of the current df) ... \n",
"start_iter=52063 end_iter=52408\n",
"Applying cosine simmilarity wordcount=23 ... \n",
"Did this for 180734 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 17 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180735 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 30 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180736 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 33 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180737 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 53 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180738 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 90 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180739 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 91 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180740 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 101 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180741 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 112 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180742 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 115 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180743 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 118 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180744 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 123 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180745 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 139 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180746 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 155 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180747 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 166 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180748 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 176 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180749 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 206 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180750 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 224 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180751 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 14 with citation 229 / 234 (out of 83138 citations of the current df) ... \n",
"start_iter=67533 end_iter=67766\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180752 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 9 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180753 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 13 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180754 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 19 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180755 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 21 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180756 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 28 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180757 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 29 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180758 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 51 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180759 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 74 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180760 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 75 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180761 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 93 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180762 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 108 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180763 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 110 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180764 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 137 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180765 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 149 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180766 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 156 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180767 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 157 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180768 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 166 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180769 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 173 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180770 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 176 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180771 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 198 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180772 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 202 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180773 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 232 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180774 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 237 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180775 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 250 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180776 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 252 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180777 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 265 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180778 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 274 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180779 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 15 with citation 282 / 285 (out of 83138 citations of the current df) ... \n",
"start_iter=60345 end_iter=60629\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180780 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 16 with citation 12 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=50299 end_iter=50643\n",
"Applying cosine simmilarity wordcount=21 ... \n",
"Did this for 180781 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 16 with citation 26 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=50299 end_iter=50643\n",
"Applying cosine simmilarity wordcount=24 ... \n",
"Did this for 180782 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 16 with citation 30 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=50299 end_iter=50643\n",
"Applying cosine simmilarity wordcount=20 ... \n",
"Did this for 180783 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 16 with citation 90 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=50299 end_iter=50643\n",
"Applying cosine simmilarity wordcount=23 ... \n",
"Did this for 180784 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 16 with citation 91 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=50299 end_iter=50643\n",
"Applying cosine simmilarity wordcount=23 ... \n",
"Did this for 180785 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 16 with citation 148 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=50299 end_iter=50643\n",
"Applying cosine simmilarity wordcount=24 ... \n",
"Did this for 180786 citations so far ... skipped 2058247466 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 16 with citation 205 / 345 (out of 83138 citations of the current df) ... \n",
"start_iter=50299 end_iter=50643\n",
"Applying cosine simmilarity wordcount=24 ... \n",
"Did this for 180787 citations so far ... skipped 2058247466 citations so far ... \n",
"Computed row 2439 / 5008.\n",
"Skipped 2058330604 citations, applied cosine simmilarity to 180788 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 18 with citation 161 / 333 (out of 83138 citations of the current df) ... \n",
"start_iter=24141 end_iter=24473\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180788 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 18 with citation 239 / 333 (out of 83138 citations of the current df) ... \n",
"start_iter=24141 end_iter=24473\n",
"Applying cosine simmilarity wordcount=19 ... \n",
"Did this for 180789 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 19 with citation 105 / 325 (out of 83138 citations of the current df) ... \n",
"start_iter=26222 end_iter=26546\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180790 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 19 with citation 122 / 325 (out of 83138 citations of the current df) ... \n",
"start_iter=26222 end_iter=26546\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180791 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 19 with citation 275 / 325 (out of 83138 citations of the current df) ... \n",
"start_iter=26222 end_iter=26546\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180792 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 20 with citation 43 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180793 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 21 with citation 63 / 383 (out of 83138 citations of the current df) ... \n",
"start_iter=49573 end_iter=49955\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180794 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 21 with citation 77 / 383 (out of 83138 citations of the current df) ... \n",
"start_iter=49573 end_iter=49955\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180795 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 21 with citation 104 / 383 (out of 83138 citations of the current df) ... \n",
"start_iter=49573 end_iter=49955\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180796 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 21 with citation 117 / 383 (out of 83138 citations of the current df) ... \n",
"start_iter=49573 end_iter=49955\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180797 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 21 with citation 121 / 383 (out of 83138 citations of the current df) ... \n",
"start_iter=49573 end_iter=49955\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180798 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 21 with citation 122 / 383 (out of 83138 citations of the current df) ... \n",
"start_iter=49573 end_iter=49955\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180799 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 21 with citation 155 / 383 (out of 83138 citations of the current df) ... \n",
"start_iter=49573 end_iter=49955\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180800 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 21 with citation 344 / 383 (out of 83138 citations of the current df) ... \n",
"start_iter=49573 end_iter=49955\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180801 citations so far ... skipped 2058330604 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 21 with citation 373 / 383 (out of 83138 citations of the current df) ... \n",
"start_iter=49573 end_iter=49955\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180802 citations so far ... skipped 2058330604 citations so far ... \n",
"Computed row 2439 / 5008.\n",
"Skipped 2058413742 citations, applied cosine simmilarity to 180803 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 23 with citation 204 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180803 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 23 with citation 290 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180804 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 30 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180805 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 31 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180806 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 46 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180807 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 54 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180808 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 73 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180809 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 108 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180810 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 126 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180811 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 147 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180812 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 179 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180813 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 189 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180814 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 192 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180815 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 198 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180816 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 238 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180817 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 249 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180818 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 278 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180819 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 306 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180820 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 310 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=14 ... \n",
"Did this for 180821 citations so far ... skipped 2058413742 citations so far ... \n",
"Computing row 2439 / 5008: comparing citation 24 with citation 354 / 385 (out of 83138 citations of the current df) ... \n",
"start_iter=47309 end_iter=47693\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180822 citations so far ... skipped 2058413742 citations so far ... \n",
"Computed row 2440 / 5008.\n",
"Skipped 2058496880 citations, applied cosine simmilarity to 180823 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 2 with citation 193 / 199 (out of 83138 citations of the current df) ... \n",
"start_iter=5924 end_iter=6122\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 180823 citations so far ... skipped 2058496880 citations so far ... \n",
"Computed row 2440 / 5008.\n",
"Skipped 2058580018 citations, applied cosine simmilarity to 180824 citations so far ... \n",
"Computed row 2440 / 5008.\n",
"Skipped 2058663156 citations, applied cosine simmilarity to 180824 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 7 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180824 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 13 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180825 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 30 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180826 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 69 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180827 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 75 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180828 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 84 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180829 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 101 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180830 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 119 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180831 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 120 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180832 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 130 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180833 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 132 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180834 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 155 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180835 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 170 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180836 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 181 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180837 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 182 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180838 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 185 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180839 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 5 with citation 192 / 200 (out of 83138 citations of the current df) ... \n",
"start_iter=11637 end_iter=11836\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180840 citations so far ... skipped 2058663156 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 6 with citation 89 / 193 (out of 83138 citations of the current df) ... \n",
"start_iter=5565 end_iter=5757\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180841 citations so far ... skipped 2058663156 citations so far ... \n",
"Computed row 2440 / 5008.\n",
"Skipped 2058746294 citations, applied cosine simmilarity to 180842 citations so far ... \n",
"Computed row 2440 / 5008.\n",
"Skipped 2058829432 citations, applied cosine simmilarity to 180842 citations so far ... \n",
"Computed row 2440 / 5008.\n",
"Skipped 2058912570 citations, applied cosine simmilarity to 180842 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 10 with citation 87 / 246 (out of 83138 citations of the current df) ... \n",
"start_iter=7933 end_iter=8178\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180842 citations so far ... skipped 2058912570 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 10 with citation 95 / 246 (out of 83138 citations of the current df) ... \n",
"start_iter=7933 end_iter=8178\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180843 citations so far ... skipped 2058912570 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 10 with citation 150 / 246 (out of 83138 citations of the current df) ... \n",
"start_iter=7933 end_iter=8178\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180844 citations so far ... skipped 2058912570 citations so far ... \n",
"Computed row 2440 / 5008.\n",
"Skipped 2058995708 citations, applied cosine simmilarity to 180845 citations so far ... \n",
"Computed row 2440 / 5008.\n",
"Skipped 2059078846 citations, applied cosine simmilarity to 180845 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 13 with citation 27 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180845 citations so far ... skipped 2059078846 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 13 with citation 79 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180846 citations so far ... skipped 2059078846 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 13 with citation 123 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180847 citations so far ... skipped 2059078846 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 13 with citation 140 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180848 citations so far ... skipped 2059078846 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 14 with citation 40 / 188 (out of 83138 citations of the current df) ... \n",
"start_iter=11835 end_iter=12022\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180849 citations so far ... skipped 2059078846 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 14 with citation 55 / 188 (out of 83138 citations of the current df) ... \n",
"start_iter=11835 end_iter=12022\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180850 citations so far ... skipped 2059078846 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 14 with citation 129 / 188 (out of 83138 citations of the current df) ... \n",
"start_iter=11835 end_iter=12022\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180851 citations so far ... skipped 2059078846 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 14 with citation 144 / 188 (out of 83138 citations of the current df) ... \n",
"start_iter=11835 end_iter=12022\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180852 citations so far ... skipped 2059078846 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 15 with citation 240 / 250 (out of 83138 citations of the current df) ... \n",
"start_iter=8674 end_iter=8923\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180853 citations so far ... skipped 2059078846 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 16 with citation 189 / 262 (out of 83138 citations of the current df) ... \n",
"start_iter=9648 end_iter=9909\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180854 citations so far ... skipped 2059078846 citations so far ... \n",
"Computing row 2440 / 5008: comparing citation 16 with citation 213 / 262 (out of 83138 citations of the current df) ... \n",
"start_iter=9648 end_iter=9909\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180855 citations so far ... skipped 2059078846 citations so far ... \n",
"Computed row 2441 / 5008.\n",
"Skipped 2059161984 citations, applied cosine simmilarity to 180856 citations so far ... \n",
"Computed row 2441 / 5008.\n",
"Skipped 2059245122 citations, applied cosine simmilarity to 180856 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 3 with citation 4 / 221 (out of 83138 citations of the current df) ... \n",
"start_iter=66423 end_iter=66643\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180856 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 3 with citation 6 / 221 (out of 83138 citations of the current df) ... \n",
"start_iter=66423 end_iter=66643\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180857 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 3 with citation 20 / 221 (out of 83138 citations of the current df) ... \n",
"start_iter=66423 end_iter=66643\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180858 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 3 with citation 31 / 221 (out of 83138 citations of the current df) ... \n",
"start_iter=66423 end_iter=66643\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180859 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 3 with citation 85 / 221 (out of 83138 citations of the current df) ... \n",
"start_iter=66423 end_iter=66643\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180860 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 3 with citation 189 / 221 (out of 83138 citations of the current df) ... \n",
"start_iter=66423 end_iter=66643\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180861 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 4 with citation 3 / 364 (out of 83138 citations of the current df) ... \n",
"start_iter=24798 end_iter=25161\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180862 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 5 with citation 25 / 425 (out of 83138 citations of the current df) ... \n",
"start_iter=38240 end_iter=38664\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180863 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 5 with citation 78 / 425 (out of 83138 citations of the current df) ... \n",
"start_iter=38240 end_iter=38664\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180864 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 5 with citation 84 / 425 (out of 83138 citations of the current df) ... \n",
"start_iter=38240 end_iter=38664\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180865 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 5 with citation 99 / 425 (out of 83138 citations of the current df) ... \n",
"start_iter=38240 end_iter=38664\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180866 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 5 with citation 116 / 425 (out of 83138 citations of the current df) ... \n",
"start_iter=38240 end_iter=38664\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180867 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 5 with citation 187 / 425 (out of 83138 citations of the current df) ... \n",
"start_iter=38240 end_iter=38664\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180868 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 5 with citation 276 / 425 (out of 83138 citations of the current df) ... \n",
"start_iter=38240 end_iter=38664\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180869 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 5 with citation 277 / 425 (out of 83138 citations of the current df) ... \n",
"start_iter=38240 end_iter=38664\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180870 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 5 with citation 288 / 425 (out of 83138 citations of the current df) ... \n",
"start_iter=38240 end_iter=38664\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180871 citations so far ... skipped 2059245122 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 5 with citation 386 / 425 (out of 83138 citations of the current df) ... \n",
"start_iter=38240 end_iter=38664\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180872 citations so far ... skipped 2059245122 citations so far ... \n",
"Computed row 2441 / 5008.\n",
"Skipped 2059328260 citations, applied cosine simmilarity to 180873 citations so far ... \n",
"Computed row 2441 / 5008.\n",
"Skipped 2059411398 citations, applied cosine simmilarity to 180873 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 8 with citation 44 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180873 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 8 with citation 62 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180874 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 8 with citation 85 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180875 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 8 with citation 109 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180876 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 8 with citation 141 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180877 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 8 with citation 251 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180878 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 8 with citation 252 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180879 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 8 with citation 274 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180880 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 8 with citation 278 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180881 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 8 with citation 336 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180882 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 8 with citation 345 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=44894 end_iter=45296\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180883 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 9 with citation 70 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=20932 end_iter=21246\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180884 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 9 with citation 204 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=20932 end_iter=21246\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180885 citations so far ... skipped 2059411398 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 9 with citation 257 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=20932 end_iter=21246\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180886 citations so far ... skipped 2059411398 citations so far ... \n",
"Computed row 2441 / 5008.\n",
"Skipped 2059494536 citations, applied cosine simmilarity to 180887 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 5 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 180887 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 16 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180888 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 21 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180889 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 24 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 180890 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 29 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180891 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 33 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180892 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 38 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180893 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 41 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180894 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 47 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180895 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 65 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180896 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 79 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180897 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 83 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180898 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 86 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180899 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 88 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180900 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 92 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180901 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 107 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180902 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 109 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180903 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 121 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180904 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 122 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180905 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 141 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180906 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 147 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180907 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 155 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180908 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 168 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180909 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 171 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180910 citations so far ... skipped 2059494536 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 11 with citation 172 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=73543 end_iter=73723\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180911 citations so far ... skipped 2059494536 citations so far ... \n",
"Computed row 2441 / 5008.\n",
"Skipped 2059577674 citations, applied cosine simmilarity to 180912 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 13 with citation 71 / 416 (out of 83138 citations of the current df) ... \n",
"start_iter=33188 end_iter=33603\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180912 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 13 with citation 136 / 416 (out of 83138 citations of the current df) ... \n",
"start_iter=33188 end_iter=33603\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180913 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 13 with citation 201 / 416 (out of 83138 citations of the current df) ... \n",
"start_iter=33188 end_iter=33603\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180914 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 13 with citation 219 / 416 (out of 83138 citations of the current df) ... \n",
"start_iter=33188 end_iter=33603\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180915 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 13 with citation 342 / 416 (out of 83138 citations of the current df) ... \n",
"start_iter=33188 end_iter=33603\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180916 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 14 with citation 108 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180917 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 14 with citation 171 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180918 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 14 with citation 296 / 421 (out of 83138 citations of the current df) ... \n",
"start_iter=37392 end_iter=37812\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180919 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 15 with citation 1 / 447 (out of 83138 citations of the current df) ... \n",
"start_iter=36947 end_iter=37393\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180920 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 15 with citation 24 / 447 (out of 83138 citations of the current df) ... \n",
"start_iter=36947 end_iter=37393\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180921 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 15 with citation 80 / 447 (out of 83138 citations of the current df) ... \n",
"start_iter=36947 end_iter=37393\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180922 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 15 with citation 117 / 447 (out of 83138 citations of the current df) ... \n",
"start_iter=36947 end_iter=37393\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180923 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 15 with citation 127 / 447 (out of 83138 citations of the current df) ... \n",
"start_iter=36947 end_iter=37393\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180924 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 16 with citation 4 / 84 (out of 83138 citations of the current df) ... \n",
"start_iter=78422 end_iter=78505\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180925 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 16 with citation 13 / 84 (out of 83138 citations of the current df) ... \n",
"start_iter=78422 end_iter=78505\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180926 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 16 with citation 47 / 84 (out of 83138 citations of the current df) ... \n",
"start_iter=78422 end_iter=78505\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180927 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 17 with citation 48 / 347 (out of 83138 citations of the current df) ... \n",
"start_iter=25160 end_iter=25506\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180928 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 17 with citation 76 / 347 (out of 83138 citations of the current df) ... \n",
"start_iter=25160 end_iter=25506\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180929 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 17 with citation 81 / 347 (out of 83138 citations of the current df) ... \n",
"start_iter=25160 end_iter=25506\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180930 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 17 with citation 87 / 347 (out of 83138 citations of the current df) ... \n",
"start_iter=25160 end_iter=25506\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180931 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 17 with citation 107 / 347 (out of 83138 citations of the current df) ... \n",
"start_iter=25160 end_iter=25506\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 180932 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 17 with citation 184 / 347 (out of 83138 citations of the current df) ... \n",
"start_iter=25160 end_iter=25506\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180933 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 8 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180934 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 11 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180935 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 19 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180936 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 24 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180937 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 57 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180938 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 79 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180939 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 84 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180940 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 85 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180941 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 102 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180942 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 113 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180943 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 128 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180944 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 130 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180945 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 151 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180946 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 168 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180947 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 199 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180948 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 18 with citation 282 / 299 (out of 83138 citations of the current df) ... \n",
"start_iter=55105 end_iter=55403\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180949 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 19 with citation 1 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=46894 end_iter=47310\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180950 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 19 with citation 15 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=46894 end_iter=47310\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180951 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 19 with citation 58 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=46894 end_iter=47310\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180952 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 19 with citation 65 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=46894 end_iter=47310\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180953 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 19 with citation 199 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=46894 end_iter=47310\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180954 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 19 with citation 289 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=46894 end_iter=47310\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180955 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 19 with citation 325 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=46894 end_iter=47310\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180956 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 19 with citation 415 / 417 (out of 83138 citations of the current df) ... \n",
"start_iter=46894 end_iter=47310\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180957 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 20 with citation 7 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=45295 end_iter=45704\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180958 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 20 with citation 9 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=45295 end_iter=45704\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180959 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 20 with citation 33 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=45295 end_iter=45704\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180960 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 20 with citation 92 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=45295 end_iter=45704\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180961 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 20 with citation 398 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=45295 end_iter=45704\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180962 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 21 with citation 15 / 170 (out of 83138 citations of the current df) ... \n",
"start_iter=71704 end_iter=71873\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180963 citations so far ... skipped 2059577674 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 21 with citation 72 / 170 (out of 83138 citations of the current df) ... \n",
"start_iter=71704 end_iter=71873\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180964 citations so far ... skipped 2059577674 citations so far ... \n",
"Computed row 2441 / 5008.\n",
"Skipped 2059660812 citations, applied cosine simmilarity to 180965 citations so far ... \n",
"Computed row 2441 / 5008.\n",
"Skipped 2059743950 citations, applied cosine simmilarity to 180965 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 24 with citation 8 / 84 (out of 83138 citations of the current df) ... \n",
"start_iter=78422 end_iter=78505\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180965 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 24 with citation 13 / 84 (out of 83138 citations of the current df) ... \n",
"start_iter=78422 end_iter=78505\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180966 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 24 with citation 33 / 84 (out of 83138 citations of the current df) ... \n",
"start_iter=78422 end_iter=78505\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180967 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 24 with citation 46 / 84 (out of 83138 citations of the current df) ... \n",
"start_iter=78422 end_iter=78505\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180968 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 24 with citation 82 / 84 (out of 83138 citations of the current df) ... \n",
"start_iter=78422 end_iter=78505\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180969 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 25 with citation 124 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180970 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2441 / 5008: comparing citation 25 with citation 195 / 197 (out of 83138 citations of the current df) ... \n",
"start_iter=72047 end_iter=72243\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180971 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 1 with citation 227 / 386 (out of 83138 citations of the current df) ... \n",
"start_iter=31219 end_iter=31604\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180972 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 50 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180973 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 60 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180974 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 94 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180975 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 114 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180976 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 158 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180977 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 164 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180978 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 168 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180979 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 181 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180980 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 191 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180981 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 223 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180982 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 247 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180983 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 285 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180984 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 2 with citation 291 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180985 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 3 with citation 2 / 376 (out of 83138 citations of the current df) ... \n",
"start_iter=28006 end_iter=28381\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180986 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 3 with citation 142 / 376 (out of 83138 citations of the current df) ... \n",
"start_iter=28006 end_iter=28381\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180987 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 37 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180988 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 78 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180989 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 86 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180990 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 89 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180991 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 92 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180992 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 103 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180993 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 123 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 180994 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 135 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180995 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 157 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180996 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 163 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180997 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 199 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 180998 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 222 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 180999 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 4 with citation 227 / 254 (out of 83138 citations of the current df) ... \n",
"start_iter=63981 end_iter=64234\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181000 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 6 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181001 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 7 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181002 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 8 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181003 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 21 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181004 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 34 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181005 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 59 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181006 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 60 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181007 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 83 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181008 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 92 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181009 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 98 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181010 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 113 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181011 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 115 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181012 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 161 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181013 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 191 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181014 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 195 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181015 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 198 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181016 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 204 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181017 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 205 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181018 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 229 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181019 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 245 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181020 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 257 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181021 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 261 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181022 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 5 with citation 264 / 276 (out of 83138 citations of the current df) ... \n",
"start_iter=63424 end_iter=63699\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181023 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 6 with citation 2 / 29 (out of 83138 citations of the current df) ... \n",
"start_iter=81709 end_iter=81737\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181024 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 7 with citation 1 / 396 (out of 83138 citations of the current df) ... \n",
"start_iter=31994 end_iter=32389\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181025 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 7 with citation 59 / 396 (out of 83138 citations of the current df) ... \n",
"start_iter=31994 end_iter=32389\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181026 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 7 with citation 72 / 396 (out of 83138 citations of the current df) ... \n",
"start_iter=31994 end_iter=32389\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181027 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 7 with citation 92 / 396 (out of 83138 citations of the current df) ... \n",
"start_iter=31994 end_iter=32389\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181028 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 7 with citation 102 / 396 (out of 83138 citations of the current df) ... \n",
"start_iter=31994 end_iter=32389\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181029 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 7 with citation 140 / 396 (out of 83138 citations of the current df) ... \n",
"start_iter=31994 end_iter=32389\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181030 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 7 with citation 200 / 396 (out of 83138 citations of the current df) ... \n",
"start_iter=31994 end_iter=32389\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181031 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 7 with citation 210 / 396 (out of 83138 citations of the current df) ... \n",
"start_iter=31994 end_iter=32389\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181032 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 7 with citation 216 / 396 (out of 83138 citations of the current df) ... \n",
"start_iter=31994 end_iter=32389\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181033 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 7 with citation 224 / 396 (out of 83138 citations of the current df) ... \n",
"start_iter=31994 end_iter=32389\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181034 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 13 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181035 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 15 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181036 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 30 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181037 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 31 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181038 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 32 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181039 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 45 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181040 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 73 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181041 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 77 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181042 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 86 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181043 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 104 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181044 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 111 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181045 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 122 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181046 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 143 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181047 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 159 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181048 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 183 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181049 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 189 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181050 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 206 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181051 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 8 with citation 211 / 212 (out of 83138 citations of the current df) ... \n",
"start_iter=66213 end_iter=66424\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181052 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 5 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181053 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 23 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181054 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 25 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181055 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 50 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181056 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 64 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181057 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 65 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181058 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 68 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181059 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 76 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 181060 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 82 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181061 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 83 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181062 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 89 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 181063 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 94 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181064 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 104 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181065 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 113 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181066 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 119 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 181067 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 141 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181068 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 167 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181069 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 187 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181070 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 234 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181071 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 287 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181072 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 290 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181073 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 305 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181074 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 325 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181075 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 9 with citation 345 / 358 (out of 83138 citations of the current df) ... \n",
"start_iter=51707 end_iter=52064\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181076 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 5 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181077 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 11 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181078 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 16 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181079 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 20 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181080 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 25 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181081 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 30 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181082 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 43 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181083 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 45 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181084 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 52 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181085 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 56 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181086 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 58 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181087 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 68 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181088 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 76 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181089 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 77 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181090 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 93 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181091 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 100 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181092 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 111 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181093 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 113 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181094 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 133 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181095 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 137 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181096 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 145 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181097 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 149 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181098 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 182 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181099 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 202 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181100 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 230 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181101 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 231 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181102 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 236 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181103 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 238 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181104 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 253 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181105 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 267 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181106 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 285 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181107 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 302 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181108 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 304 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181109 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 314 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181110 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 334 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181111 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 10 with citation 339 / 340 (out of 83138 citations of the current df) ... \n",
"start_iter=52748 end_iter=53087\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181112 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 11 with citation 48 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=19729 end_iter=20043\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181113 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 12 with citation 155 / 303 (out of 83138 citations of the current df) ... \n",
"start_iter=18903 end_iter=19205\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181114 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 13 with citation 154 / 407 (out of 83138 citations of the current df) ... \n",
"start_iter=35649 end_iter=36055\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181115 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 13 with citation 157 / 407 (out of 83138 citations of the current df) ... \n",
"start_iter=35649 end_iter=36055\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181116 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 13 with citation 180 / 407 (out of 83138 citations of the current df) ... \n",
"start_iter=35649 end_iter=36055\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181117 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 13 with citation 197 / 407 (out of 83138 citations of the current df) ... \n",
"start_iter=35649 end_iter=36055\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181118 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 13 with citation 228 / 407 (out of 83138 citations of the current df) ... \n",
"start_iter=35649 end_iter=36055\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181119 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 13 with citation 253 / 407 (out of 83138 citations of the current df) ... \n",
"start_iter=35649 end_iter=36055\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181120 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 6 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181121 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 35 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181122 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 45 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181123 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 53 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181124 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 55 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181125 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 103 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181126 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 117 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181127 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 127 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181128 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 138 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181129 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 141 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181130 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 147 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181131 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 163 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181132 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 164 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181133 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 176 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181134 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 14 with citation 195 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181135 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 3 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181136 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 5 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181137 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 11 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181138 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 19 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181139 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 23 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181140 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 28 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181141 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 33 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181142 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 110 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181143 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 113 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181144 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 133 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181145 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 152 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181146 citations so far ... skipped 2059743950 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 15 with citation 158 / 192 (out of 83138 citations of the current df) ... \n",
"start_iter=72242 end_iter=72433\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181147 citations so far ... skipped 2059743950 citations so far ... \n",
"Computed row 2442 / 5008.\n",
"Skipped 2059827088 citations, applied cosine simmilarity to 181148 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 33 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181148 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 35 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181149 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 38 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181150 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 42 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181151 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 48 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181152 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 62 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181153 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 75 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181154 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 78 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181155 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 89 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181156 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 95 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181157 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 100 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181158 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 106 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181159 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 107 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181160 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 126 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181161 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 192 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181162 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 201 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181163 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 205 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181164 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 17 with citation 238 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181165 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 18 with citation 9 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=69929 end_iter=70109\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181166 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 18 with citation 26 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=69929 end_iter=70109\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181167 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 18 with citation 59 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=69929 end_iter=70109\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181168 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 18 with citation 66 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=69929 end_iter=70109\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181169 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 18 with citation 89 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=69929 end_iter=70109\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181170 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 18 with citation 107 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=69929 end_iter=70109\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181171 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 18 with citation 137 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=69929 end_iter=70109\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181172 citations so far ... skipped 2059827088 citations so far ... \n",
"Computing row 2442 / 5008: comparing citation 18 with citation 177 / 181 (out of 83138 citations of the current df) ... \n",
"start_iter=69929 end_iter=70109\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181173 citations so far ... skipped 2059827088 citations so far ... \n",
"Computed row 2442 / 5008.\n",
"Skipped 2059910226 citations, applied cosine simmilarity to 181174 citations so far ... \n",
"Computed row 2442 / 5008.\n",
"Skipped 2059993364 citations, applied cosine simmilarity to 181174 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 1 with citation 125 / 267 (out of 83138 citations of the current df) ... \n",
"start_iter=10429 end_iter=10695\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181174 citations so far ... skipped 2059993364 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 2 with citation 14 / 267 (out of 83138 citations of the current df) ... \n",
"start_iter=10429 end_iter=10695\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181175 citations so far ... skipped 2059993364 citations so far ... \n",
"Computed row 2443 / 5008.\n",
"Skipped 2060076502 citations, applied cosine simmilarity to 181176 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 4 with citation 68 / 262 (out of 83138 citations of the current df) ... \n",
"start_iter=9648 end_iter=9909\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181176 citations so far ... skipped 2060076502 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 4 with citation 135 / 262 (out of 83138 citations of the current df) ... \n",
"start_iter=9648 end_iter=9909\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181177 citations so far ... skipped 2060076502 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 4 with citation 249 / 262 (out of 83138 citations of the current df) ... \n",
"start_iter=9648 end_iter=9909\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 181178 citations so far ... skipped 2060076502 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 5 with citation 72 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=10172 end_iter=10430\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181179 citations so far ... skipped 2060076502 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 5 with citation 214 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=10172 end_iter=10430\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181180 citations so far ... skipped 2060076502 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 5 with citation 219 / 259 (out of 83138 citations of the current df) ... \n",
"start_iter=10172 end_iter=10430\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181181 citations so far ... skipped 2060076502 citations so far ... \n",
"Computed row 2443 / 5008.\n",
"Skipped 2060159640 citations, applied cosine simmilarity to 181182 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 7 with citation 64 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181182 citations so far ... skipped 2060159640 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 7 with citation 85 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181183 citations so far ... skipped 2060159640 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 7 with citation 240 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181184 citations so far ... skipped 2060159640 citations so far ... \n",
"Computed row 2443 / 5008.\n",
"Skipped 2060242778 citations, applied cosine simmilarity to 181185 citations so far ... \n",
"Computed row 2443 / 5008.\n",
"Skipped 2060325916 citations, applied cosine simmilarity to 181185 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 10 with citation 68 / 262 (out of 83138 citations of the current df) ... \n",
"start_iter=9648 end_iter=9909\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 181185 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 10 with citation 134 / 262 (out of 83138 citations of the current df) ... \n",
"start_iter=9648 end_iter=9909\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181186 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 10 with citation 249 / 262 (out of 83138 citations of the current df) ... \n",
"start_iter=9648 end_iter=9909\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181187 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 10 with citation 253 / 262 (out of 83138 citations of the current df) ... \n",
"start_iter=9648 end_iter=9909\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181188 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 7 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181189 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 19 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181190 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 28 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181191 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 38 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181192 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 42 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181193 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 49 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181194 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 53 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181195 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 59 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181196 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 79 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181197 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 81 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181198 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 85 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 181199 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 88 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181200 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 102 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181201 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 127 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181202 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 134 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181203 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 138 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181204 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 155 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181205 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 159 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181206 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 160 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181207 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 166 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181208 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 189 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181209 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 11 with citation 201 / 219 (out of 83138 citations of the current df) ... \n",
"start_iter=66873 end_iter=67091\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181210 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 12 with citation 6 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=73075 end_iter=73239\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181211 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 13 with citation 98 / 251 (out of 83138 citations of the current df) ... \n",
"start_iter=7684 end_iter=7934\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 181212 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 13 with citation 131 / 251 (out of 83138 citations of the current df) ... \n",
"start_iter=7684 end_iter=7934\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181213 citations so far ... skipped 2060325916 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 14 with citation 88 / 195 (out of 83138 citations of the current df) ... \n",
"start_iter=6822 end_iter=7016\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181214 citations so far ... skipped 2060325916 citations so far ... \n",
"Computed row 2443 / 5008.\n",
"Skipped 2060409054 citations, applied cosine simmilarity to 181215 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 16 with citation 22 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181215 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 16 with citation 58 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181216 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 16 with citation 82 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 181217 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 16 with citation 146 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 181218 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 16 with citation 224 / 266 (out of 83138 citations of the current df) ... \n",
"start_iter=9908 end_iter=10173\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181219 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 17 with citation 15 / 257 (out of 83138 citations of the current df) ... \n",
"start_iter=9393 end_iter=9649\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181220 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 17 with citation 220 / 257 (out of 83138 citations of the current df) ... \n",
"start_iter=9393 end_iter=9649\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181221 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 18 with citation 98 / 251 (out of 83138 citations of the current df) ... \n",
"start_iter=7684 end_iter=7934\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181222 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2443 / 5008: comparing citation 18 with citation 130 / 251 (out of 83138 citations of the current df) ... \n",
"start_iter=7684 end_iter=7934\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181223 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 3 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181224 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 14 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181225 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 51 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181226 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 74 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181227 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 76 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 181228 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 78 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181229 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 80 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181230 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 81 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181231 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 84 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181232 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 85 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=12 ... \n",
"Did this for 181233 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 98 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181234 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 99 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181235 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 112 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181236 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 126 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181237 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 149 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181238 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 151 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181239 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 182 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181240 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 186 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181241 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 193 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181242 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 218 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181243 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 229 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181244 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 230 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181245 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 231 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181246 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 246 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181247 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 1 with citation 248 / 252 (out of 83138 citations of the current df) ... \n",
"start_iter=64977 end_iter=65228\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181248 citations so far ... skipped 2060409054 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 2 with citation 118 / 372 (out of 83138 citations of the current df) ... \n",
"start_iter=44122 end_iter=44493\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181249 citations so far ... skipped 2060409054 citations so far ... \n",
"Computed row 2444 / 5008.\n",
"Skipped 2060492192 citations, applied cosine simmilarity to 181250 citations so far ... \n",
"Computed row 2444 / 5008.\n",
"Skipped 2060575330 citations, applied cosine simmilarity to 181250 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 5 with citation 39 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=34795 end_iter=35194\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181250 citations so far ... skipped 2060575330 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 5 with citation 114 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=34795 end_iter=35194\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181251 citations so far ... skipped 2060575330 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 5 with citation 173 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=34795 end_iter=35194\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181252 citations so far ... skipped 2060575330 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 5 with citation 213 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=34795 end_iter=35194\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181253 citations so far ... skipped 2060575330 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 5 with citation 217 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=34795 end_iter=35194\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181254 citations so far ... skipped 2060575330 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 5 with citation 298 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=34795 end_iter=35194\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181255 citations so far ... skipped 2060575330 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 5 with citation 309 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=34795 end_iter=35194\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181256 citations so far ... skipped 2060575330 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 5 with citation 317 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=34795 end_iter=35194\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181257 citations so far ... skipped 2060575330 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 5 with citation 360 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=34795 end_iter=35194\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181258 citations so far ... skipped 2060575330 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 5 with citation 361 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=34795 end_iter=35194\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181259 citations so far ... skipped 2060575330 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 5 with citation 365 / 400 (out of 83138 citations of the current df) ... \n",
"start_iter=34795 end_iter=35194\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181260 citations so far ... skipped 2060575330 citations so far ... \n",
"Computed row 2444 / 5008.\n",
"Skipped 2060658468 citations, applied cosine simmilarity to 181261 citations so far ... \n",
"Computing row 2444 / 5008: comparing citation 7 with citation 46 / 91 (out of 83138 citations of the current df) ... \n",
"start_iter=13629 end_iter=13719\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181261 citations so far ... skipped 2060658468 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2060741606 citations, applied cosine simmilarity to 181262 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2060824744 citations, applied cosine simmilarity to 181262 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2060907882 citations, applied cosine simmilarity to 181262 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2060991020 citations, applied cosine simmilarity to 181262 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061074158 citations, applied cosine simmilarity to 181262 citations so far ... \n",
"Computing row 2445 / 5008: comparing citation 6 with citation 146 / 316 (out of 83138 citations of the current df) ... \n",
"start_iter=3514 end_iter=3829\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181262 citations so far ... skipped 2061074158 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061157296 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061240434 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061323572 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061406710 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061489848 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061572986 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061656124 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061739262 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061822400 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061905538 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computed row 2445 / 5008.\n",
"Skipped 2061988676 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062071814 citations, applied cosine simmilarity to 181263 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 2 with citation 139 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181263 citations so far ... skipped 2062071814 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 2 with citation 255 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181264 citations so far ... skipped 2062071814 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 2 with citation 406 / 418 (out of 83138 citations of the current df) ... \n",
"start_iter=42469 end_iter=42886\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181265 citations so far ... skipped 2062071814 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062154952 citations, applied cosine simmilarity to 181266 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 4 with citation 73 / 158 (out of 83138 citations of the current df) ... \n",
"start_iter=72919 end_iter=73076\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181266 citations so far ... skipped 2062154952 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062238090 citations, applied cosine simmilarity to 181267 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062321228 citations, applied cosine simmilarity to 181267 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 7 with citation 215 / 449 (out of 83138 citations of the current df) ... \n",
"start_iter=40769 end_iter=41217\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181267 citations so far ... skipped 2062321228 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062404366 citations, applied cosine simmilarity to 181268 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062487504 citations, applied cosine simmilarity to 181268 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 10 with citation 89 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181268 citations so far ... skipped 2062487504 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 10 with citation 283 / 431 (out of 83138 citations of the current df) ... \n",
"start_iter=37811 end_iter=38241\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181269 citations so far ... skipped 2062487504 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 11 with citation 357 / 443 (out of 83138 citations of the current df) ... \n",
"start_iter=40328 end_iter=40770\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181270 citations so far ... skipped 2062487504 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062570642 citations, applied cosine simmilarity to 181271 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 13 with citation 196 / 293 (out of 83138 citations of the current df) ... \n",
"start_iter=62567 end_iter=62859\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181271 citations so far ... skipped 2062570642 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062653780 citations, applied cosine simmilarity to 181272 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062736918 citations, applied cosine simmilarity to 181272 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062820056 citations, applied cosine simmilarity to 181272 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062903194 citations, applied cosine simmilarity to 181272 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2062986332 citations, applied cosine simmilarity to 181272 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2063069470 citations, applied cosine simmilarity to 181272 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2063152608 citations, applied cosine simmilarity to 181272 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2063235746 citations, applied cosine simmilarity to 181272 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2063318884 citations, applied cosine simmilarity to 181272 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 23 with citation 71 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=39522 end_iter=39924\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181272 citations so far ... skipped 2063318884 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 23 with citation 161 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=39522 end_iter=39924\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181273 citations so far ... skipped 2063318884 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 23 with citation 262 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=39522 end_iter=39924\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181274 citations so far ... skipped 2063318884 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 23 with citation 371 / 403 (out of 83138 citations of the current df) ... \n",
"start_iter=39522 end_iter=39924\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181275 citations so far ... skipped 2063318884 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2063402022 citations, applied cosine simmilarity to 181276 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 25 with citation 120 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=20932 end_iter=21246\n",
"Applying cosine simmilarity wordcount=13 ... \n",
"Did this for 181276 citations so far ... skipped 2063402022 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2063485160 citations, applied cosine simmilarity to 181277 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2063568298 citations, applied cosine simmilarity to 181277 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2063651436 citations, applied cosine simmilarity to 181277 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2063734574 citations, applied cosine simmilarity to 181277 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 30 with citation 234 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=28380 end_iter=28761\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181277 citations so far ... skipped 2063734574 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 30 with citation 327 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=28380 end_iter=28761\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181278 citations so far ... skipped 2063734574 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 30 with citation 360 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=28380 end_iter=28761\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181279 citations so far ... skipped 2063734574 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 30 with citation 375 / 382 (out of 83138 citations of the current df) ... \n",
"start_iter=28380 end_iter=28761\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181280 citations so far ... skipped 2063734574 citations so far ... \n",
"Computed row 2446 / 5008.\n",
"Skipped 2063817712 citations, applied cosine simmilarity to 181281 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 32 with citation 225 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=31603 end_iter=31995\n",
"Applying cosine simmilarity wordcount=23 ... \n",
"Did this for 181281 citations so far ... skipped 2063817712 citations so far ... \n",
"Computing row 2446 / 5008: comparing citation 32 with citation 276 / 393 (out of 83138 citations of the current df) ... \n",
"start_iter=31603 end_iter=31995\n",
"Applying cosine simmilarity wordcount=19 ... \n",
"Did this for 181282 citations so far ... skipped 2063817712 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2063900850 citations, applied cosine simmilarity to 181283 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 2 with citation 38 / 165 (out of 83138 citations of the current df) ... \n",
"start_iter=73075 end_iter=73239\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181283 citations so far ... skipped 2063900850 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 3 with citation 30 / 159 (out of 83138 citations of the current df) ... \n",
"start_iter=73386 end_iter=73544\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181284 citations so far ... skipped 2063900850 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 4 with citation 19 / 171 (out of 83138 citations of the current df) ... \n",
"start_iter=70738 end_iter=70908\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181285 citations so far ... skipped 2063900850 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2063983988 citations, applied cosine simmilarity to 181286 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 6 with citation 17 / 384 (out of 83138 citations of the current df) ... \n",
"start_iter=47692 end_iter=48075\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181286 citations so far ... skipped 2063983988 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2064067126 citations, applied cosine simmilarity to 181287 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 8 with citation 17 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181287 citations so far ... skipped 2064067126 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 8 with citation 32 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181288 citations so far ... skipped 2064067126 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 8 with citation 44 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181289 citations so far ... skipped 2064067126 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 8 with citation 47 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181290 citations so far ... skipped 2064067126 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 8 with citation 63 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181291 citations so far ... skipped 2064067126 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 8 with citation 66 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181292 citations so far ... skipped 2064067126 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 8 with citation 71 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181293 citations so far ... skipped 2064067126 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 8 with citation 77 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181294 citations so far ... skipped 2064067126 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 8 with citation 101 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181295 citations so far ... skipped 2064067126 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 8 with citation 108 / 124 (out of 83138 citations of the current df) ... \n",
"start_iter=76287 end_iter=76410\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181296 citations so far ... skipped 2064067126 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2064150264 citations, applied cosine simmilarity to 181297 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 10 with citation 76 / 376 (out of 83138 citations of the current df) ... \n",
"start_iter=28006 end_iter=28381\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181297 citations so far ... skipped 2064150264 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 11 with citation 40 / 199 (out of 83138 citations of the current df) ... \n",
"start_iter=71103 end_iter=71301\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181298 citations so far ... skipped 2064150264 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 11 with citation 68 / 199 (out of 83138 citations of the current df) ... \n",
"start_iter=71103 end_iter=71301\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181299 citations so far ... skipped 2064150264 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 11 with citation 96 / 199 (out of 83138 citations of the current df) ... \n",
"start_iter=71103 end_iter=71301\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181300 citations so far ... skipped 2064150264 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 11 with citation 108 / 199 (out of 83138 citations of the current df) ... \n",
"start_iter=71103 end_iter=71301\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181301 citations so far ... skipped 2064150264 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2064233402 citations, applied cosine simmilarity to 181302 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2064316540 citations, applied cosine simmilarity to 181302 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 14 with citation 4 / 10 (out of 83138 citations of the current df) ... \n",
"start_iter=82908 end_iter=82917\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181302 citations so far ... skipped 2064316540 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 14 with citation 7 / 10 (out of 83138 citations of the current df) ... \n",
"start_iter=82908 end_iter=82917\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181303 citations so far ... skipped 2064316540 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2064399678 citations, applied cosine simmilarity to 181304 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2064482816 citations, applied cosine simmilarity to 181304 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2064565954 citations, applied cosine simmilarity to 181304 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2064649092 citations, applied cosine simmilarity to 181304 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 19 with citation 6 / 63 (out of 83138 citations of the current df) ... \n",
"start_iter=79938 end_iter=80000\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181304 citations so far ... skipped 2064649092 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 19 with citation 9 / 63 (out of 83138 citations of the current df) ... \n",
"start_iter=79938 end_iter=80000\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 181305 citations so far ... skipped 2064649092 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 19 with citation 26 / 63 (out of 83138 citations of the current df) ... \n",
"start_iter=79938 end_iter=80000\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181306 citations so far ... skipped 2064649092 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 19 with citation 40 / 63 (out of 83138 citations of the current df) ... \n",
"start_iter=79938 end_iter=80000\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181307 citations so far ... skipped 2064649092 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 19 with citation 51 / 63 (out of 83138 citations of the current df) ... \n",
"start_iter=79938 end_iter=80000\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181308 citations so far ... skipped 2064649092 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 19 with citation 56 / 63 (out of 83138 citations of the current df) ... \n",
"start_iter=79938 end_iter=80000\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181309 citations so far ... skipped 2064649092 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 19 with citation 58 / 63 (out of 83138 citations of the current df) ... \n",
"start_iter=79938 end_iter=80000\n",
"Applying cosine simmilarity wordcount=10 ... \n",
"Did this for 181310 citations so far ... skipped 2064649092 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 20 with citation 229 / 307 (out of 83138 citations of the current df) ... \n",
"start_iter=59123 end_iter=59429\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181311 citations so far ... skipped 2064649092 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 21 with citation 1 / 233 (out of 83138 citations of the current df) ... \n",
"start_iter=66642 end_iter=66874\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181312 citations so far ... skipped 2064649092 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 21 with citation 29 / 233 (out of 83138 citations of the current df) ... \n",
"start_iter=66642 end_iter=66874\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181313 citations so far ... skipped 2064649092 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 21 with citation 151 / 233 (out of 83138 citations of the current df) ... \n",
"start_iter=66642 end_iter=66874\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181314 citations so far ... skipped 2064649092 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2064732230 citations, applied cosine simmilarity to 181315 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2064815368 citations, applied cosine simmilarity to 181315 citations so far ... \n",
"Computed row 2447 / 5008.\n",
"Skipped 2064898506 citations, applied cosine simmilarity to 181315 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 25 with citation 281 / 317 (out of 83138 citations of the current df) ... \n",
"start_iter=54146 end_iter=54462\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181315 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2447 / 5008: comparing citation 25 with citation 289 / 317 (out of 83138 citations of the current df) ... \n",
"start_iter=54146 end_iter=54462\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181316 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 1 with citation 121 / 424 (out of 83138 citations of the current df) ... \n",
"start_iter=38663 end_iter=39086\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181317 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 1 with citation 315 / 424 (out of 83138 citations of the current df) ... \n",
"start_iter=38663 end_iter=39086\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 181318 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 2 with citation 66 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43306 end_iter=43715\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181319 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 2 with citation 239 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43306 end_iter=43715\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181320 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 2 with citation 259 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43306 end_iter=43715\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181321 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 2 with citation 387 / 410 (out of 83138 citations of the current df) ... \n",
"start_iter=43306 end_iter=43715\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181322 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 3 with citation 215 / 469 (out of 83138 citations of the current df) ... \n",
"start_iter=36054 end_iter=36522\n",
"Applying cosine simmilarity wordcount=18 ... \n",
"Did this for 181323 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 3 with citation 345 / 469 (out of 83138 citations of the current df) ... \n",
"start_iter=36054 end_iter=36522\n",
"Applying cosine simmilarity wordcount=18 ... \n",
"Did this for 181324 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 4 with citation 81 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181325 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 4 with citation 86 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181326 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 4 with citation 99 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181327 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 4 with citation 107 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181328 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 4 with citation 120 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181329 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 4 with citation 147 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181330 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 4 with citation 180 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181331 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 4 with citation 243 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181332 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 4 with citation 247 / 265 (out of 83138 citations of the current df) ... \n",
"start_iter=65950 end_iter=66214\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181333 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 5 with citation 120 / 316 (out of 83138 citations of the current df) ... \n",
"start_iter=56676 end_iter=56991\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181334 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 5 with citation 125 / 316 (out of 83138 citations of the current df) ... \n",
"start_iter=56676 end_iter=56991\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181335 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 6 with citation 7 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=57298 end_iter=57612\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181336 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 6 with citation 33 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=57298 end_iter=57612\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181337 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 6 with citation 49 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=57298 end_iter=57612\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181338 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 6 with citation 80 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=57298 end_iter=57612\n",
"Applying cosine simmilarity wordcount=8 ... \n",
"Did this for 181339 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 6 with citation 84 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=57298 end_iter=57612\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181340 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 6 with citation 202 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=57298 end_iter=57612\n",
"Applying cosine simmilarity wordcount=11 ... \n",
"Did this for 181341 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 6 with citation 220 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=57298 end_iter=57612\n",
"Applying cosine simmilarity wordcount=7 ... \n",
"Did this for 181342 citations so far ... skipped 2064898506 citations so far ... \n",
"Computing row 2448 / 5008: comparing citation 6 with citation 231 / 315 (out of 83138 citations of the current df) ... \n",
"start_iter=57298 end_iter=57612\n",
"Applying cosine simmilarity wordcount=9 ... \n",
"Did this for 181343 citations so far ... skipped 2064898506 citations so far ... \n"
]
}
],
"source": [
"stop_words = set(stopwords.words('english'))\n",
"\n",
"all_refs = []\n",
"\n",
"def ensure_positive(a):\n",
" if ( a < 0 ):\n",
" return -a\n",
" else:\n",
" return a\n",
"\n",
"def tokenise_citation(cit):\n",
" global stop_words\n",
" tokenizer = RegexpTokenizer(r'\\w+') # tokenises after removing punctuation marks\n",
" word_tokens = tokenizer.tokenize(cit)\n",
" filtered_sentence = [w for w in word_tokens if not w.lower() in stop_words] # remove stopwords\n",
" return filtered_sentence\n",
"\n",
"def get_common_citation_word_count(cit1, cit2):\n",
" cit1_tokens = tokenise_citation(cit1)\n",
" cit2_tokens = tokenise_citation(cit2)\n",
" # cit1_tokens = [\"0\", \"7\", \"6\", \"5\", \"4\", \"3\", \"2\"]\n",
" # cit2_tokens = [\"1\", \"2\", \"9\", \"8\", \"7\", \"6\", \"5\"]\n",
" # common_tokens = list(set(cit1_tokens) & set(cit2_tokens))\n",
" # common_tokens # outputs ['7', '5', '2', '6'], it's ok\n",
" common_tokens = list(set(cit1_tokens) & set(cit2_tokens)) # this compares unique words, each \"set\" contains NO duplicate words ...\n",
" return len(common_tokens)\n",
"\n",
"def check_if_viable_for_cosine_sim(cit, is_positive=False):\n",
" global all_refs\n",
" global skipped\n",
" global applied\n",
" global df_rows\n",
" global row_iter\n",
" global cit_iter\n",
" global average_citation_count\n",
" global df_cit_iter\n",
" should_cosine=False\n",
"\n",
" iter=0\n",
" refs_length = len(all_refs)\n",
" arr=[]\n",
" skip_count = 0\n",
"\n",
" start_iter = -1\n",
" end_iter = -1\n",
"\n",
" if ( is_positive == False ):\n",
" if ( df_rows <= 1500 ):\n",
" for i in range(0, refs_length):\n",
" if ( round(len(cit)/len(all_refs[i]), 3) <= 1.000 ): # if it's < 1.00 is almost right, but it cuts some rows ...\n",
" if ( start_iter == -1 ):\n",
" start_iter = i\n",
" continue\n",
" if ( round(len(cit)/len(all_refs[i]), 3) <= 0.995 ):\n",
" if ( end_iter == -1 ):\n",
" end_iter = i + 1\n",
" break\n",
"\n",
" if ( df_rows >= 1500 ):\n",
" for i in range(0, refs_length):\n",
" if ( round(len(cit)/len(all_refs[i]), 8) <= 1.00000000 ): # if it's < 1.00 is almost right, but it cuts some rows ...\n",
" if ( start_iter == -1 ):\n",
" start_iter = i\n",
" continue\n",
" if ( round(len(cit)/len(all_refs[i]), 8) <= 0.99999995 ):\n",
" if ( end_iter == -1 ):\n",
" end_iter = i + 1\n",
" break\n",
"\n",
" skip_count = refs_length - end_iter + start_iter\n",
" cit_num = end_iter - start_iter + 1\n",
" else:\n",
" start_iter = 0\n",
" end_iter = refs_length\n",
" cit_num = refs_length\n",
"\n",
"\n",
" for i in range(start_iter, end_iter):\n",
" if ( len(arr) == int(average_citation_count) and is_positive == True ):\n",
" break;\n",
"\n",
" if ( all_refs[i] == cit ): # there won't be any (or nearly enough) if you search them to be identical ...\n",
" skip_count = skip_count + 1\n",
" continue\n",
"\n",
" # if ( ensure_positive( len(cit) - len(u) ) > 10 ):\n",
" # # print(ensure_positive( len(cit) - len(u) ))\n",
" # skip_count = skip_count + 1\n",
" # continue\n",
"\n",
" wordcount = get_common_citation_word_count( cit, all_refs[i] )\n",
" # iter = iter + 1\n",
" # print( f'Going though ref {iter} / {refs_length} ...' )\n",
" treshold = 5\n",
" if ( df_rows >= 1500 ):\n",
" treshold = 7\n",
" # if ( df_rows >= 5000 ):\n",
" # treshold = 8\n",
" if ( wordcount >= treshold ): # adjust the treshold here ...\n",
" clear_output(wait=True)\n",
" arr.append(all_refs[i])\n",
" print(f'Computing row {row_iter} / {df_rows}: comparing citation {cit_iter} with citation {i - start_iter + 1} / {cit_num} (out of {refs_length} citations of the current df) ... \\nstart_iter={start_iter} end_iter={end_iter}\\nApplying cosine simmilarity wordcount={wordcount} ... \\nDid this for {applied} citations so far ... skipped {skipped} citations so far ... ')\n",
" applied = applied + 1\n",
" # time.sleep(1)\n",
" # should_cosine=True\n",
" # break\n",
" else:\n",
" skip_count = skip_count + 1\n",
"\n",
" if ( len(arr) == 0 and is_positive == True ):\n",
" # print( 1 + \"1\" )\n",
" for i in range(0, refs_length):\n",
" if ( ensure_positive( len(cit) - len(all_refs[i]) ) < 2 ):\n",
" if ( start_iter == -1 ):\n",
" start_iter = i\n",
" if ( ensure_positive( len(cit) - len(all_refs[i]) ) > 10 ):\n",
" if ( end_iter == -1 ):\n",
" end_iter = i + 1\n",
" break\n",
" skip_count = refs_length - end_iter + start_iter\n",
" cit_num = end_iter - start_iter + 1\n",
"\n",
" for i in range(start_iter, end_iter):\n",
" if ( i > int(average_citation_count) ):\n",
" break;\n",
" arr.append(all_refs[i])\n",
"\n",
" if ( len(arr) == 0 and is_positive == True ):\n",
" print( 1 + \"1\" )\n",
" import random\n",
" for i in range(0, int(average_citation_count)):\n",
" rand = random.choice(all_refs)\n",
" if ( rand in arr ):\n",
" i = i - 1\n",
" continue\n",
" arr.append(all_refs[i])\n",
"\n",
" # if ( len(arr) > average_citation_count ): # for maximum citation count\n",
" # average_citation_count = len(arr)\n",
"\n",
" average_citation_count = ( average_citation_count * df_cit_iter + len(arr) ) / ( df_cit_iter + 1 )\n",
" df_cit_iter = df_cit_iter + 1\n",
"\n",
" if (len(arr)!=0):\n",
" return arr\n",
" else:\n",
" clear_output(wait=True)\n",
" skipped = skipped + skip_count\n",
" print(f'Computed row {row_iter} / {df_rows}.\\nSkipped {skipped} citations, applied cosine simmilarity to {applied} citations so far ... ')\n",
" return []\n",
"\n",
"def get_cosine_simmilarity(ref, arr):\n",
" global all_refs\n",
" count = 1\n",
" cosines=[]\n",
" for u in arr:\n",
" temp_json = {}\n",
" temp_json[\"citation\"] = u.rstrip()\n",
" temp_json[\"cosine\"] = cosine_sim( ref, u )\n",
" temp_json[\"id\"] = all_refs.index(u)\n",
" cosines.append(temp_json) # could average them when decide which to include in the citation network ...\n",
" return cosines\n",
"\n",
"def get_refs(row):\n",
" global all_refs\n",
" ref_json = decode(row[\"reference_array\"])\n",
" for ref in ref_json:\n",
" if ( ref not in all_refs ):\n",
" all_refs.append(ref)\n",
" # print(1+\"1\")\n",
" all_refs.append(row[\"citation\"])\n",
" all_refs = sorted(all_refs, key=len)\n",
"\n",
"total_cosine = 0\n",
"def get_ref_freq(row):\n",
" global all_refs\n",
" global row_iter\n",
" global cit_iter\n",
" global total_cosine\n",
"\n",
" is_positive = False\n",
" if ( str(row[\"Status\"]) == \"1\" ):\n",
" is_positive = True\n",
"\n",
" row_iter = row_iter + 1\n",
" ref_json = decode(row[\"reference_array\"])\n",
" freq = []\n",
" cit_iter = 0\n",
" for ref in ref_json:\n",
" cit_iter = cit_iter + 1\n",
"\n",
" arr = check_if_viable_for_cosine_sim(ref, is_positive)\n",
" if ( arr != [] ):\n",
" total_cosine = total_cosine + 1\n",
" # print(1+\"1\")\n",
" # freq.append( '{ citation:\"' + ref + '\", freq:' + str(all_refs.count(ref)) + \", id:\" + str(all_refs_unique.index(ref)) + \"}\")\n",
" temp_json = {}\n",
" temp_json[\"citation\"] = ref.rstrip()\n",
" # temp_json[\"freq\"] = str(all_refs.count(ref))\n",
" temp_json[\"cosine\"] = get_cosine_simmilarity(ref, arr)\n",
" temp_json[\"id\"] = all_refs.index(ref)\n",
" freq.append( temp_json )\n",
" return freq\n",
"\n",
"start = time.time()\n",
"for i in range(17, len(cit_dfs)):\n",
"# for i in range(0, 1):\n",
" # if ( i == 6 ):\n",
" # continue\n",
" all_refs = []\n",
" skipped = 0\n",
" applied = 0\n",
" df_rows = len(cit_dfs[i])\n",
" row_iter = 0\n",
" cit_iter = 0\n",
" df_cit_iter = 0\n",
" average_citation_count = 0\n",
" print(\"Getting refs for current citation df ...\", end=\"\")\n",
" cit_dfs[i] = cit_dfs[i].sort_values(\"Status\")\n",
" cit_dfs[i].apply( get_refs, axis=1 )\n",
" print(\" - DONE\")\n",
" cit_dfs[i][\"reference_array\"] = cit_dfs[i].apply( get_ref_freq, axis=1 )\n",
"\n",
" cit_dfs[i].to_csv(\"/content/drive/MyDrive/Citation_dataframes/cit_dfs_\" + str(i) + \"_\" + filenames[i], encoding='utf-8', index=False)\n",
"\n",
"end = time.time()\n",
"length = end - start\n",
"\n",
"print(length)\n",
"print(length/60)\n",
"print(length%60)\n",
"# cit_dfs[0]\n",
"# ok\n",
"# SHOULD DO SOMETHING TO ENSURE THAT FOR THE POSITIVE ARTICLES ALL CITATIONS ARE CONSIDERED ... THAT THEY DONT HAVE AN EMPTY CITATION LISTN AFTER THIS ..."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "BuKjCBX95mAW",
"outputId": "19956172-c007-4188-d4fe-db4525652633"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Mounted at /content/drive\n"
]
}
],
"source": [
"# >>>>> FOR THE CSVs WITH CITATIONS THAT YOU HAVE, START MAKING CITATION NETWORKS AND USE THEN IN A PRE-TRAINED GNN ...\n",
"# - apply more criteria based on the cosine simmilarity values, to make the citation network more sparse, cause it'll be too dense if you just add ALL of them to it ...\n",
"\n",
"cit_dfs = []\n",
"\n",
"from google.colab import drive\n",
"drive.mount('/content/drive', force_remount=True)\n",
"from pathlib import Path\n",
"import os\n",
"import glob\n",
"csv_df = pd.DataFrame(columns=[])\n",
"for file in glob.glob(\"/content/drive/MyDrive/Citation_dataframes/*.csv\"):\n",
" filename = os.path.basename(file)\n",
" temp_df = pd.read_csv(file, index_col=0)\n",
" # temp_df = temp_df.astype(str)\n",
" cit_dfs.append(temp_df)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "aLexAbwr6Vq2"
},
"outputs": [],
"source": [
"# this is just to ensure the validity of the jsons inside \"reference_array\"\n",
"\n",
"def get_json(row):\n",
" res_json = decode(row[\"reference_array\"])\n",
" # print( res_json )\n",
"\n",
"for i in range(0, len(cit_dfs)):\n",
" cit_dfs[i].apply( get_json, axis=1 )\n",
" # cit_dfs[i] = cit_dfs[i].astype(str)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "joOcC6482vmh",
"outputId": "9a18d250-60f1-475a-b437-cdd0c04f34f3"
},
"outputs": [
{
"data": {
"text/plain": [
"662"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"total_cosine"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "DmRjrcKUAA-j",
"outputId": "353785c2-3856-4b35-a0d0-f3cd5c34866b"
},
"outputs": [
{
"data": {
"text/plain": [
"0"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"round(23/18 - 1)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "Ap9C0b1ak3o8",
"outputId": "b8088457-3c8b-473d-c722-7af0f6d74984"
},
"outputs": [
{
"data": {
"text/plain": [
"['finished_new_prompt_CD012768_hard.csv',\n",
" 'ada_embed_CD012768.csv',\n",
" 'finished_new_prompt_CD012768_soft.csv',\n",
" 'finished_new_prompt_CD012768.csv',\n",
" 'ada_embed_CD008874.csv',\n",
" 'finished_new_prompt_CD008874.csv',\n",
" 'finished_new_prompt_CD008874_soft.csv',\n",
" 'ada_embed_CD009044.csv',\n",
" 'finished_new_prompt_CD009044.csv',\n",
" 'finished_new_prompt_CD009044_hard.csv',\n",
" 'finished_new_prompt_CD009044_soft.csv',\n",
" 'ada_embed_CD011686.csv',\n",
" 'finished_new_prompt_CD011686.csv',\n",
" 'finished_new_prompt_CD011686_hard.csv',\n",
" 'finished_new_prompt_CD011686_soft.csv',\n",
" 'ada_embed_CD012080.csv',\n",
" 'finished_new_prompt_CD012080.csv',\n",
" 'finished_new_prompt_CD012080_hard.csv',\n",
" 'finished_new_prompt_CD012080_soft.csv',\n",
" 'finished_new_prompt_CD012233_soft.csv',\n",
" 'finished_new_prompt_CD012233.csv',\n",
" 'ada_embed_CD012233.csv',\n",
" 'finished_new_prompt_CD012233_hard.csv',\n",
" 'ada_embed_CD012567.csv',\n",
" 'finished_new_prompt_CD012567.csv',\n",
" 'finished_new_prompt_CD012567_hard.csv',\n",
" 'finished_new_prompt_CD012567_soft.csv',\n",
" 'ada_embed_CD012669.csv',\n",
" 'finished_new_prompt_CD012669.csv',\n",
" 'finished_new_prompt_CD012669_hard.csv',\n",
" 'finished_new_prompt_CD012669_soft.csv']"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"filenames"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 209
},
"id": "oJqS3tZU-hNx",
"outputId": "43ce5c59-eac2-466c-db9c-e0c9480ab4cc"
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>reference_array</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>count</th>\n",
" <td>106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>unique</th>\n",
" <td>67</td>\n",
" </tr>\n",
" <tr>\n",
" <th>top</th>\n",
" <td>[]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>freq</th>\n",
" <td>40</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div><br><label><b>dtype:</b> object</label>"
],
"text/plain": [
"count 106\n",
"unique 67\n",
"top []\n",
"freq 40\n",
"Name: reference_array, dtype: object"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cit_dfs[0][\"reference_array\"].describe()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "WZ9SvX-U61oJ"
},
"outputs": [],
"source": [
"cit_dfs[0].to_csv(\"/content/drive/MyDrive/cit_dfs0_just_cosine_simmilarity_1.csv\", encoding='utf-8', index=False)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 480
},
"id": "LZBwgSSxBewA",
"outputId": "27b8851e-75f6-456e-c695-4698405e5abd"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1539\n",
"The American review of respiratory disease BE Jones 148 1292 1993 10.1164/ajrccm/148.5.1292 Relationship of the manifestations of tuberculosis to CD4 cell counts in patients with human immunodeficiency virus infection.\n",
"313\n",
"NOT 1\n"
]
},
{
"ename": "TypeError",
"evalue": "unsupported operand type(s) for +: 'int' and 'str'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-69-636ac2863a59>\u001b[0m in \u001b[0;36m<cell line: 0>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"\\n\\n\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 16\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 17\u001b[0;31m \u001b[0mcit_dfs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply\u001b[0m\u001b[0;34m(\u001b[0m \u001b[0mprint_refs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m \u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;32m/usr/local/lib/python3.11/dist-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36mapply\u001b[0;34m(self, func, axis, raw, result_type, args, by_row, engine, engine_kwargs, **kwargs)\u001b[0m\n\u001b[1;32m 10372\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 10373\u001b[0m )\n\u001b[0;32m> 10374\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__finalize__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"apply\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 10375\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 10376\u001b[0m def map(\n",
"\u001b[0;32m/usr/local/lib/python3.11/dist-packages/pandas/core/apply.py\u001b[0m in \u001b[0;36mapply\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 914\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply_raw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mengine\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mengine\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mengine_kwargs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mengine_kwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 915\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 916\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply_standard\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 917\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 918\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0magg\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/usr/local/lib/python3.11/dist-packages/pandas/core/apply.py\u001b[0m in \u001b[0;36mapply_standard\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1061\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mapply_standard\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1062\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mengine\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m\"python\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1063\u001b[0;31m \u001b[0mresults\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_index\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply_series_generator\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1064\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1065\u001b[0m \u001b[0mresults\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_index\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply_series_numba\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/usr/local/lib/python3.11/dist-packages/pandas/core/apply.py\u001b[0m in \u001b[0;36mapply_series_generator\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1079\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m \u001b[0;32min\u001b[0m \u001b[0menumerate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mseries_gen\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1080\u001b[0m \u001b[0;31m# ignore SettingWithCopy here in case the user mutates\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1081\u001b[0;31m \u001b[0mresults\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mv\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1082\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresults\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mABCSeries\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1083\u001b[0m \u001b[0;31m# If we have a view on v, we need to make a copy because\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m<ipython-input-69-636ac2863a59>\u001b[0m in \u001b[0;36mprint_refs\u001b[0;34m(row)\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mref\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"freq\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;34m\"1\"\u001b[0m \u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;31m# they are ALL 1 ... so, I would want to make a NLP-type comparison of them, to have a frequency that is NOT 1 ...\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 13\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m \u001b[0;34m\"NOT 1\"\u001b[0m \u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 14\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m\"1\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 15\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"\\n\\n\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 16\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mTypeError\u001b[0m: unsupported operand type(s) for +: 'int' and 'str'"
]
}
],
"source": [
"cit_dfs[0] = cit_dfs[0].astype(str)\n",
"\n",
"def print_refs(row):\n",
" global all_refs\n",
" ref_json = decode(row[\"reference_array\"])\n",
" for ref in ref_json:\n",
" # print(ref)\n",
" # ref = decode(ref)\n",
" print(ref[\"id\"])\n",
" print(ref[\"citation\"])\n",
" print(ref[\"freq\"])\n",
" if ( str(ref[\"freq\"]) != \"1\" ): # they are ALL 1 ... so, I would want to make a NLP-type comparison of them, to have a frequency that is NOT 1 ...\n",
" print( \"NOT 1\" )\n",
" print(1 + \"1\")\n",
" print(\"\\n\\n\")\n",
"\n",
"cit_dfs[0].apply( print_refs, axis=1 )"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "F-1IswUflGh1"
},
"outputs": [],
"source": [
"import json\n",
"data = {\"pmid\": [], \"citation\": []}\n",
"citation_df = pd.DataFrame(data)\n",
"\n",
"def parse_citations(row):\n",
" references_json = json.loads(row[\"references\"])\n",
" for ref in references_json:\n",
" if ( \"pubmed\" in ref[\"article_ids\"] ):\n",
" citation_df.loc[len(citation_df)] = [row[\"pmid\"], \"PMID-\"+str(ref[\"article_ids\"][\"pubmed\"])]\n",
" continue\n",
" if ( \"pmc\" in ref[\"article_ids\"] ):\n",
" citation_df.loc[len(citation_df)] = [row[\"pmid\"], \"PMC-\"+str(ref[\"article_ids\"][\"pmc\"])]\n",
" continue\n",
"\n",
" citation_df.loc[len(citation_df)] = [row[\"pmid\"], \"TITLE-\"+str(ref[\"citation\"])]\n",
" continue\n",
"\n",
"citations.apply( parse_citations, axis=1 )\n",
"citation_df = citation_df.astype(str)\n",
"citation_df"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "6FhRiiUgfAZT"
},
"outputs": [],
"source": [
"citation_df.describe()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "H7qvuuWqcp_J"
},
"outputs": [],
"source": [
"# Citation network with ALL citations ...\n",
"\n",
"citation_network = nx.from_pandas_edgelist(citation_df, \"pmid\", \"citation\")\n",
"# nx.draw_spring(citation_network) # draw_planar / draw / draw_spring - those are the best visualisation functions ...\n",
"print( \"Number of connected components: \" + str( nx.number_connected_components(citation_network) ) )"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "-cWJNeFrxQ8G"
},
"outputs": [],
"source": [
"# CODE FOR MAKING A CITATION NETWORK FOR EACH ARTICLE INDIVIDUALLY\n",
"\n",
"# initial_article_pmids = list(citation_df['pmid'].unique())\n",
"\n",
"# # article_dfs=[]\n",
"# for initial_article_pmid in initial_article_pmids:\n",
"# article_df = citation_df[citation_df[\"pmid\"]==initial_article_pmid]\n",
"\n",
"# citation_network = nx.from_pandas_edgelist(article_df, \"pmid\", \"citation\")\n",
"# nx.draw_spring(citation_network) # draw_planar / draw / draw_spring - those are the best visualisation functions ...\n",
"# print( \"Number of connected components: \" + str( nx.number_connected_components(citation_network) ) )\n",
"\n",
"# # article_dfs.append( article_df )\n",
"\n",
"# article_df"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "ZwejhjANDysQ",
"outputId": "3561a109-b11c-4e80-be2b-257c5561713d"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ok\n"
]
}
],
"source": [
"print(\"ok\")"
]
}
],
"metadata": {
"colab": {
"provenance": []
},
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
},
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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