├── README.md ├── csv ├── flights_25-06-2019_21-21-20-237094.csv └── vuelos_25-06-2019_20-38-14-746485.csv ├── driver └── chromedriver ├── gquestions.py ├── html ├── SEO_16-06-2019_14-19-02-257390.html ├── amazon net worth_16-06-2019_14-07-55-212877.html ├── how many season in mad men_16-06-2019_13-52-59-874430.html ├── what is affiliate marketing_16-06-2019_15-07-53-555584.html └── why buy a new car_16-06-2019_15-28-12-437060.html ├── license.txt ├── requirements.txt └── templates └── index.html /README.md: -------------------------------------------------------------------------------- 1 | # ❓❔👾 Gquestions CLI Usage ❔❓ 2 | 3 | Are you looking for a ready-to-use tool? Check my [NeuralText People Also Ask free tool](https://www.neuraltext.com/ai/people-also-ask) 4 | 5 | 6 | [![asciicast](https://asciinema.org/a/4wrOzHnxQVcTImuofzdMxB35L.svg)](https://asciinema.org/a/4wrOzHnxQVcTImuofzdMxB35L) 7 | 8 | ## ⚠ Disclaimer 9 | > This software is not authorized by Google and doesn't follow Google's 10 | > robots.txt. Scraping without Google explicit written permission is a violation of thei 11 | > terms and conditions on scraping and can potentially cause a lawsuit 12 | 13 | ## Install dependencies 14 | ``` 15 | pip install -r requirements.txt 16 | ``` 17 | 18 | ## 🔍 Usage: 19 | 20 | ``` 21 | python gquestions.py query (en|es) [depth ] [--csv] [--headless] 22 | ``` 23 | 24 | Print help message. 25 | 26 | ``` 27 | gquestions.py (-h | --help) 28 | ``` 29 | 30 | ## 💡 Examples: 31 | Search "flights" in English and export in html 32 | 33 | ``` 34 | python gquestions.py query "flights" en 35 | ``` 36 | 37 | Search headlessly "flights" in English and export in html 38 | ``` 39 | python gquestions.py query "flights" en --headless 40 | 41 | ``` 42 | 43 | Search "vuelos" in Spanish and export in html and csv 44 | ``` 45 | python gquestions.py query "vuelos" es --csv 46 | ``` 47 | 48 | Search "vuelos" in Spanish with a depth of 1 and export in html 49 | ``` 50 | python gquestions.py query "vuelos" es depth 1 51 | ``` 52 | 53 | Advanced use: using operators with queries: 54 | 55 | ``` 56 | python gquestions.py query '"vpn" site:https://protonmail.com/blog' en --csv 57 | ``` 58 | 59 | ## License 60 | All assets and code are under the GPL v3 License unless specified otherwise. 61 | 62 | ## 👀 Help: 63 | Got stuck? Check help! 64 | ``` 65 | python gquestions.py -h 66 | ``` 67 | 68 | ![Gquestions_graph](https://i.gyazo.com/5f9677d13ba9845e0f38972e4d8c6ed3.png) 69 | -------------------------------------------------------------------------------- /csv/flights_25-06-2019_21-21-20-237094.csv: -------------------------------------------------------------------------------- 1 | ;parent;name;inner.name 2 | 0;flights;How do I find the cheapest flights?;Do flight prices go down at night? 3 | 1;flights;How do I find the cheapest flights?;How can I fly for free? 4 | 2;flights;What is the cheapest day of the week to fly?;What days are cheapest to buy plane tickets? 5 | 3;flights;What is the cheapest day of the week to fly?;What is the cheapest month to fly? 6 | 4;flights;What is the cheapest day of the week to fly?;What days are flights the cheapest to buy? 7 | 5;flights;What is the best site for airfare?;Is it cheaper to book flights online or with a travel agent? 8 | 6;flights;What is the best site for airfare?;What airline is the cheapest? 9 | 7;flights;What is the best site for airfare?;Which travel booking site is the best? 10 | 8;flights;What is the best day of the week to buy plane tickets?;Do flight prices change daily? 11 | 9;flights;What is the best day of the week to buy plane tickets?;Is it cheaper to book flights last minute? 12 | 10;flights;What is the best day of the week to buy plane tickets?;How many days before a flight is the best price? 13 | -------------------------------------------------------------------------------- /csv/vuelos_25-06-2019_20-38-14-746485.csv: -------------------------------------------------------------------------------- 1 | ;parent;name;inner.name 2 | 0;vuelos;¿Qué es kayak vuelos?;¿Qué kayak? 3 | 1;vuelos;¿Qué es kayak vuelos?;¿Cómo se llama el deporte que se practica en canoa? 4 | 2;vuelos;¿Cómo encontrar los vuelos más baratos?;¿Cuál es el día más barato para volar? 5 | 3;vuelos;¿Cómo encontrar los vuelos más baratos?;¿Cuál es la temporada más baja del año para viajar? 6 | 4;vuelos;¿Qué puede volar?;¿Qué es una escala en los vuelos? 7 | 5;vuelos;¿Qué puede volar?;¿Qué es un vuelo sin escala? 8 | 6;vuelos;¿Qué puede volar?;¿Cuáles son los vuelos charter? 9 | 7;vuelos;¿Qué es Edream?;¿Cuáles son los vuelos de cabotaje? 10 | 8;vuelos;¿Qué es Edream?;¿Qué es el Chater? 11 | 9;vuelos;¿Qué es Edream?;¿Qué es un vuelo One Way? 12 | -------------------------------------------------------------------------------- /driver/chromedriver: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nittolese/gquestions/7adb50219a23506ea05b49ae8aad920c5046d38d/driver/chromedriver -------------------------------------------------------------------------------- /gquestions.py: -------------------------------------------------------------------------------- 1 | usage=''' 2 | ❓❔👾 Gquestions CLI Usage ❔❓ 3 | 4 | 🔍 Usage: 5 | gquestions.py query (en|es) [depth ] [--csv] [--headless] 6 | gquestions.py (-h | --help) 7 | 8 | 💡 Examples: 9 | ▶️ gquestions.py query "flights" en Search "flights" in English and export in html 10 | ▶️ gquestions.py query "flights" en --headless Search headlessly "flights" in English and export in html 11 | ▶️ gquestions.py query "vuelos" es --csv Search "vuelos" in Spanish and export in html and csv 12 | ▶️ gquestions.py query "vuelos" es depth 1 Search "vuelos" in Spanish with a depth of 1 and export in html 13 | ▶️ gquestions.py -h Print this message 14 | 15 | 👀 Options: 16 | -h, --help 17 | 18 | ''' 19 | 20 | import os 21 | import re 22 | import sys 23 | import json 24 | import time 25 | import datetime 26 | import platform 27 | from docopt import docopt 28 | from tqdm import tqdm 29 | from time import sleep 30 | import pandas as pd 31 | from pandas.io.json import json_normalize 32 | import logging 33 | from jinja2 import Environment, FileSystemLoader 34 | 35 | from selenium import webdriver 36 | from selenium.webdriver.chrome.options import Options 37 | from selenium.webdriver.common.keys import Keys 38 | from selenium.webdriver.common.action_chains import ActionChains 39 | from selenium.common.exceptions import NoSuchElementException, ElementClickInterceptedException 40 | 41 | ''' 42 | Visualizza una barra di caricamento per mostrare l'attesa 43 | ''' 44 | def sleepBar(seconds): 45 | for i in tqdm(range(seconds)): 46 | sleep(1) 47 | 48 | def prettyOutputName(filetype='html'): 49 | _query = re.sub('\s|\"|\/|\:|\.','_', query.rstrip()) 50 | prettyname = _query 51 | ts = time.time() 52 | st = datetime.datetime.fromtimestamp(ts).strftime('%d-%m-%Y_%H-%M-%S-%f') 53 | if filetype != 'html': 54 | prettyname += "_" + st + "." + filetype 55 | else: 56 | prettyname += "_" + st + "." + filetype 57 | return prettyname 58 | 59 | 60 | def initBrowser(headless=False): 61 | if "Windows" in platform.system(): 62 | chrome_path = "driver/chromedriver.exe" 63 | else: 64 | chrome_path = "driver/chromedriver" 65 | chrome_options = Options() 66 | chrome_options.add_argument("--disable-features=NetworkService") 67 | if headless: 68 | chrome_options.add_argument('headless') 69 | return webdriver.Chrome(options=chrome_options,executable_path=chrome_path) 70 | """ 71 | Search on Google and returns the list of PAA questions in SERP. 72 | """ 73 | def newSearch(browser,query): 74 | if lang== "en": 75 | browser.get("https://www.google.com?hl=en") 76 | searchbox = browser.find_element_by_xpath("//input[@aria-label='Search']") 77 | else: 78 | browser.get("https://www.google.com?hl=es") 79 | searchbox = browser.find_element_by_xpath("//input[@aria-label='Buscar']") 80 | 81 | searchbox.send_keys(query) 82 | sleepBar(2) 83 | tabNTimes() 84 | if lang== "en": 85 | searchbtn = browser.find_elements_by_xpath("//input[@aria-label='Google Search']") 86 | else: 87 | searchbtn = browser.find_elements_by_xpath("//input[@aria-label='Buscar con Google']") 88 | try: 89 | searchbtn[-1].click() 90 | except: 91 | searchbtn[0].click() 92 | sleepBar(2) 93 | paa = browser.find_elements_by_xpath("//span/following-sibling::div[contains(@class,'match-mod-horizontal-padding')]") 94 | hideGBar() 95 | return paa 96 | """ 97 | Helper function that scroll into view the PAA questions element. 98 | """ 99 | def scrollToFeedback(): 100 | if lang == "en": 101 | el = browser.find_element_by_xpath("//div[@class='kno-ftr']//div/following-sibling::a[text()='Feedback']") 102 | else: 103 | el = browser.find_element_by_xpath("//div[@class='kno-ftr']//div/following-sibling::a[text()='Enviar comentarios']") 104 | 105 | actions = ActionChains(browser) 106 | actions.move_to_element(el).perform() 107 | browser.execute_script("arguments[0].scrollIntoView();", el) 108 | actions.send_keys(Keys.PAGE_UP).perform() 109 | sleepBar(1) 110 | """ 111 | Accessibility helper: press TAB N times (default 2) 112 | """ 113 | def tabNTimes(N=2): 114 | actions = ActionChains(browser) 115 | for _ in range(N): 116 | actions = actions.send_keys(Keys.TAB) 117 | actions.perform() 118 | 119 | """ 120 | Click on questions N times 121 | """ 122 | def clickNTimes(el, n=1): 123 | for i in range(n): 124 | el.click() 125 | logging.info(f"clicking on ... {el.text}") 126 | sleepBar(1) 127 | scrollToFeedback() 128 | try: 129 | el.find_element_by_xpath("//*[@aria-expanded='true']").click() 130 | except: 131 | pass 132 | sleepBar(1) 133 | 134 | """ 135 | Hide Google Bar to prevent ClickInterceptionError 136 | """ 137 | def hideGBar(): 138 | try: 139 | browser.execute_script('document.getElementById("searchform").style.display = "none";') 140 | except: 141 | pass 142 | 143 | """ 144 | Where the magic happens 145 | """ 146 | def crawlQuestions(start_paa, paa_list, initialSet, depth=0): 147 | _tmp = createNode(paa_lst=paa_list, name=query, children=True) 148 | 149 | outer_cnt = 0 150 | for q in start_paa: 151 | scrollToFeedback() 152 | if "Dictionary" in q.text: 153 | continue 154 | test = createNode(paa_lst=paa_list, n=0, 155 | name=q.text, 156 | parent=paa_list[0]["name"], 157 | children=True) 158 | 159 | clickNTimes(q) 160 | new_q = showNewQuestions(initialSet) 161 | for l, value in new_q.items(): 162 | sleepBar(1) 163 | logging.info(f"{l}, {value.text}") 164 | test1 = createNode(paa_lst=test[0]["children"][outer_cnt]["children"], 165 | name=value.text, 166 | parent=test[0]["children"][outer_cnt]["name"], 167 | children=True) 168 | 169 | initialSet = getCurrentSERP() 170 | logging.info(f"Current count: {outer_cnt}") 171 | outer_cnt += 1 172 | if depth==1: 173 | for i in range(depth): 174 | currentQuestions = [] 175 | for i in initialSet.values(): 176 | currentQuestions.append(i.text) 177 | for i in paa_list[0]["children"]: 178 | for j in i["children"]: 179 | parent = j['name'] 180 | logging.info(parent) 181 | _tmpset = set() 182 | if parent in currentQuestions: 183 | try: 184 | if "'" in parent: 185 | xpath_compiler = '//div[text()="' + parent + '"]' 186 | else: 187 | xpath_compiler= "//div[text()='" + parent + "']" 188 | question= browser.find_element_by_xpath(xpath_compiler) 189 | except NoSuchElementException: 190 | continue 191 | scrollToFeedback() 192 | sleepBar(1) 193 | clickNTimes(question) 194 | new_q = showNewQuestions(initialSet) 195 | for l, value in new_q.items(): 196 | if value.text == parent: 197 | continue 198 | j['children'].append({"name": value.text,"parent": parent}) 199 | 200 | initialSet = getCurrentSERP() 201 | 202 | """ 203 | Get the current Result Page. 204 | 205 | Returns: 206 | A list with newest questions. 207 | 208 | """ 209 | def getCurrentSERP(): 210 | _tmpset = {} 211 | new_paa = browser.find_elements_by_xpath("//span/following-sibling::div[contains(@class,'match-mod-horizontal-padding')]") 212 | cnt= 0 213 | for q in new_paa: 214 | _tmpset.update({cnt:q}) 215 | cnt +=1 216 | newInitialSet = _tmpset 217 | return newInitialSet 218 | 219 | """ 220 | Shows new questions. 221 | 222 | Args: 223 | intialSet (dict): The initial set in the PAA box. 224 | Returns: 225 | list of questions with first 3-4 questions deleted (initalSet). 226 | """ 227 | def showNewQuestions(initialSet): 228 | tmp = getCurrentSERP() 229 | deletelist = [k for k, v in initialSet.items() if k in tmp and tmp[k] == v] 230 | _tst = dict.copy(tmp) 231 | for i,value in tmp.items(): 232 | if i in deletelist: 233 | _tst.pop(i) 234 | return _tst 235 | 236 | """ 237 | Create a new node in the list. 238 | 239 | Args: 240 | paa_list_elements: list of web elements 241 | n: index of 'children' list on a main node 242 | name: node nome 243 | parent: Indicates if the node has a parent. Default to null only for first level. 244 | chilren: Indicates if the node has a children list. default false 245 | 246 | Returns: 247 | list of questions with the current new node 248 | """ 249 | def createNode( n=-1, parent='null', children=False, name='',*, paa_lst): 250 | logging.info(paa_lst) 251 | if children: 252 | _d = { 253 | "name": name, 254 | "parent": parent, 255 | "children": [] 256 | } 257 | else: 258 | _d = { 259 | "name": name, 260 | "parent": parent 261 | } 262 | if n!=-1: 263 | logging.info(paa_lst[n]["children"]) 264 | paa_lst[n]["children"].append(_d) 265 | else: 266 | paa_lst.append(_d) 267 | 268 | 269 | return paa_lst 270 | 271 | """ 272 | This func takes in input JSON data and returns csv file. 273 | """ 274 | def flatten_csv(data,depth,prettyname): 275 | try: 276 | if depth == 0: 277 | _ = json_normalize(data[0]["children"], 'children', ['name', 'parent',['children',]], record_prefix='inner.') 278 | _.drop(columns=['children','inner.children','inner.parent'], inplace=True) 279 | columnTitle = ['parent','name','inner.name'] 280 | _ = _.reindex(columns=columnTitle) 281 | _.to_csv(prettyname,sep=";",encoding='utf-8') 282 | elif depth == 1: 283 | df = json_normalize(data[0]["children"], meta=['name','children','parent'], record_path="children", record_prefix='inner.') 284 | frames = [ json_normalize(i) for i in df['inner.children'] ] 285 | result = pd.concat(frames) 286 | result.rename(columns={"name": "inner.inner.name", "parent": "inner.name"}, inplace=True) 287 | merge = pd.merge(df, result, how='left', on="inner.name") 288 | merge.drop(columns=['name'], inplace=True) 289 | columnTitle = ['parent','inner.parent','inner.name','inner.inner.name'] 290 | merge = merge.reindex(columns=columnTitle) 291 | merge = merge.drop_duplicates(subset='inner.inner.name', keep='first') 292 | merge.to_csv(prettyname,sep=';',encoding='utf-8') 293 | except Exception as e: 294 | logging.warning(f"{e}") 295 | 296 | if __name__ == "__main__": 297 | logging.basicConfig(level=logging.INFO) 298 | args = docopt(usage) 299 | print(args) 300 | MAX_DEPTH = 1 301 | 302 | if args['']: 303 | depth = int(args['']) 304 | if depth > MAX_DEPTH: 305 | sys.exit("depth not allowed") 306 | else: 307 | depth = 0 308 | 309 | if args['en']: 310 | lang = "en" 311 | elif args['es']: 312 | lang = "es" 313 | 314 | 315 | 316 | if args['']: 317 | if args['--headless']: 318 | browser = initBrowser(True) 319 | else: 320 | browser = initBrowser() 321 | query = args[''] 322 | start_paa = newSearch(browser,query) 323 | 324 | initialSet = {} 325 | cnt= 0 326 | for q in start_paa: 327 | initialSet.update({cnt:q}) 328 | cnt +=1 329 | 330 | paa_list = [] 331 | 332 | crawlQuestions(start_paa, paa_list, initialSet,depth) 333 | treeData = 'var treeData = ' + json.dumps(paa_list) + ';' 334 | 335 | if paa_list[0]['children']: 336 | root = os.path.dirname(os.path.abspath(__file__)) 337 | templates_dir = os.path.join(root, 'templates') 338 | env = Environment( loader = FileSystemLoader(templates_dir) ) 339 | template = env.get_template('index.html') 340 | filename = os.path.join(root, 'html', prettyOutputName()) 341 | with open(filename, 'w') as fh: 342 | fh.write(template.render( 343 | treeData = treeData, 344 | )) 345 | 346 | if args['--csv']: 347 | if paa_list[0]['children']: 348 | _path = 'csv/'+prettyOutputName('csv') 349 | flatten_csv(paa_list, depth, _path) 350 | 351 | browser.close() -------------------------------------------------------------------------------- /html/SEO_16-06-2019_14-19-02-257390.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | Tree Example 7 | 8 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 41 | 173 | 174 | 175 | -------------------------------------------------------------------------------- /html/amazon net worth_16-06-2019_14-07-55-212877.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | Tree Example 7 | 8 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 41 | 173 | 174 | 175 | -------------------------------------------------------------------------------- /html/how many season in mad men_16-06-2019_13-52-59-874430.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | Tree Example 7 | 8 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 41 | 173 | 174 | 175 | -------------------------------------------------------------------------------- /html/what is affiliate marketing_16-06-2019_15-07-53-555584.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | Tree Example 7 | 8 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 41 | 173 | 174 | 175 | -------------------------------------------------------------------------------- /html/why buy a new car_16-06-2019_15-28-12-437060.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | Tree Example 7 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No Surrender of Others' Freedom. 541 | 542 | If conditions are imposed on you (whether by court order, agreement or 543 | otherwise) that contradict the conditions of this License, they do not 544 | excuse you from the conditions of this License. If you cannot convey a 545 | covered work so as to satisfy simultaneously your obligations under this 546 | License and any other pertinent obligations, then as a consequence you may 547 | not convey it at all. For example, if you agree to terms that obligate you 548 | to collect a royalty for further conveying from those to whom you convey 549 | the Program, the only way you could satisfy both those terms and this 550 | License would be to refrain entirely from conveying the Program. 551 | 552 | 13. Use with the GNU Affero General Public License. 553 | 554 | Notwithstanding any other provision of this License, you have 555 | permission to link or combine any covered work with a work licensed 556 | under version 3 of the GNU Affero General Public License into a single 557 | combined work, and to convey the resulting work. The terms of this 558 | License will continue to apply to the part which is the covered work, 559 | but the special requirements of the GNU Affero General Public License, 560 | section 13, concerning interaction through a network will apply to the 561 | combination as such. 562 | 563 | 14. Revised Versions of this License. 564 | 565 | The Free Software Foundation may publish revised and/or new versions of 566 | the GNU General Public License from time to time. Such new versions will 567 | be similar in spirit to the present version, but may differ in detail to 568 | address new problems or concerns. 569 | 570 | Each version is given a distinguishing version number. If the 571 | Program specifies that a certain numbered version of the GNU General 572 | Public License "or any later version" applies to it, you have the 573 | option of following the terms and conditions either of that numbered 574 | version or of any later version published by the Free Software 575 | Foundation. If the Program does not specify a version number of the 576 | GNU General Public License, you may choose any version ever published 577 | by the Free Software Foundation. 578 | 579 | If the Program specifies that a proxy can decide which future 580 | versions of the GNU General Public License can be used, that proxy's 581 | public statement of acceptance of a version permanently authorizes you 582 | to choose that version for the Program. 583 | 584 | Later license versions may give you additional or different 585 | permissions. However, no additional obligations are imposed on any 586 | author or copyright holder as a result of your choosing to follow a 587 | later version. 588 | 589 | 15. Disclaimer of Warranty. 590 | 591 | THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY 592 | APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT 593 | HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY 594 | OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, 595 | THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR 596 | PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM 597 | IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF 598 | ALL NECESSARY SERVICING, REPAIR OR CORRECTION. 599 | 600 | 16. Limitation of Liability. 601 | 602 | IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING 603 | WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS 604 | THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY 605 | GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE 606 | USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF 607 | DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD 608 | PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), 609 | EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF 610 | SUCH DAMAGES. 611 | 612 | 17. Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | docopt==0.6.2 2 | Jinja2==2.10.1 3 | MarkupSafe==1.1.1 4 | numpy==1.16.4 5 | pandas==0.24.2 6 | python-dateutil==2.8.0 7 | pytz==2019.1 8 | selenium==3.141.0 9 | six==1.12.0 10 | tqdm==4.32.1 11 | urllib3==1.25.3 12 | -------------------------------------------------------------------------------- /templates/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | Tree Example 7 | 8 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 41 | 173 | 174 | 175 | --------------------------------------------------------------------------------