
é£è§£ãããKITAcoreçè«ãããºãã©ãªäžè¬äººãå®è£ ããŠã¿ãçµæã| noteéçš | noteåæ | Python | GoogleColab | ã¹ãã¬ããã·ãŒã | ChatGPT | Gemini | çæAI | ããŒã¿åæ | PV | ã¹ã | ã³ã¡ã³ã | ææèšäº | ãã£ãŠã¿ã | æè¿ã®åŠã³
ããã«ã¡ã¯ãããããã§ãã
ä»åã¯ã
ç§ãå°æ¬ããŠããŸãªã
ã¬ãçç³»ã¯ãªãšã€ã¿ãŒã»KITAcoreãã ã
å
¬éãããã
ãå šèšäºã®PVïŒã¹ãïŒã³ã¡ã³ãïŒæçš¿æ¥ãååŸããŠã¹ãã¬ããã·ãŒãã«ä¿åããæ¹æ³ã
ãšããã
ç¥ãããææèšäº ã
ð æ¬äººå
¬èªã®ããšã§
å®éã«å°å
¥ã»æ€èšŒããŠã¿ãèšäºã§ãïŒ
泚æïŒãã¡ããã¡ãé·ãã§ãïŒç¬ïŒ
ïŒçŽ4700æåïŒ
ïŒã¿ã€ãã«ããããŠãããæ å ±éãå€ãðïŒ
â»å ã«3è¡ã§ãŸãšããŸãïŒ
ã»KITAcoreããã®èšäºãé£è§£ãããïŒæ¬äººãèªããŠãwïŒ Â
ã»ã§ãå®è£
ã§ããããnoteéçšãäžæ°ã«èŠããåãã Â
ã»ç§ã¯äžè¬äººä»£è¡šãšããŠãè©°ãŸããã€ã³ãå
šéšèžã¿ãŸããð
â»ãã®èšäºã¯ãå
šéšçè§£ããªããŠOKãã§ãã
èªåãè©°ãŸã£ããšããã ãæŸã£ãŠãã ããã
ããŠæ¹ããŸããŠã
äžã«ãæžããŸãããã
ããäžåºŠèšããŸãã
é£è§£ãããããïŒïŒïŒç¬
ããã¯ç§ã®ææ³ã§ããã
æžããæ¬äººïŒKITAcoreããïŒã
èªããŠãŸãïŒç¬ïŒ
ããããããããããã©ã
ã©ãã¿ãŠããããã
æ¬äººãäœæ ãçŽãããšããŠãªãæ°ããã
ããæ¬äººwð
ãããå
å®¹ã¯æ¬åœã«ç¥ãªãã§ãã
ããžã§ã
ãã ãåé¡ããããŸãã
äžè¬äººã«ã¯é£è§£ããããð
ãªã®ã§ä»åã¯ã
äžè¬äººä»£è¡šã®ç§ãã
ã»å®éã«å°å
¥ããŠ
ã»è©°ãŸã£ãŠ
ã»ããããããâŠãã£ãŠãªã£ãŠ
ã»æçµçã«åãããšãããŸã§ Â
ããã¶å«ããŠããã¿ç ããŠ
æžããŠãããããšã«ããŸããç¬ïŒèª°ç®ç·ïŒïœïŒ
ã¡ãªã¿ã«ãåœããåã§ãã
ãã®èšäºã§ã¯ãœãŒã¹ã³ãŒãã¯èŒããŸããã
çç±ã¯ã·ã³ãã«ã§ã
KITAcoreããã®èšäºãæ¬äœã ããã§ãã
ãããŸã§èªãã§
ãããèªåããããããªâŠããšæã£ãæ¹ã¯ã
ãã² KITAcoreããã®
èšäºãè²·ã£ãŠãã ãããïŒ
ããžã§å
容ã¯ç¥ã§ãã
ïŒâ»äœåãèšããé£è§£ã ãã© ç¬ïŒ
倧åæ
ãŸããããåãã倧åæãšããŠã
Google Colabã§Pythonã
䜿ããããšãåæã§ãïŒ
ïŒããŒãã«ãã£ãïœïŒ
ãã ããå®å¿ããŠãã ããã
ã»èªåã®ããœã³ã³ã« Pythonãã€ã³ã¹ããŒã«ããªããŠOK
ã»è©°ãŸã£ãã GeminiãããªãæåããµããŒãããŠããã
ã®ã§ã
ãè§Šã£ãããšãªããã©æ°ã«ãªãâŠã
ãããã®äººïŒããããïŒã§ããæå€ãšãªããšããªããŸãã
ãšããããã§ä»åã¯ã
Google Colabã§
Pythonã®ã³ãŒããæµã蟌ãâåã®æºå段éâ
ãããã£ãŠãããŸããïŒ
ã§ãçµå±ãã®Pythonã³ãŒãã§äœãã§ããã®ïŒ
ãããŸã§
Colabã ã®Pythonã ã®èšã£ãŠãŸããã
ãã§ããã䜿ã£ãŠäœããã®ïŒã
ã£ãŠè©±ã§ãããã
çµè«ããèšããšã
KITAcoreããã®Pythonã³ãŒãã䜿ããš
ðãããªããšãã§ããŸãã

ãããäœããããªã«ã€ããã®ïŒ
ãããã§ãããšãðãå šéšããããŸãã
ã»ã©ã®èšäºã
ã- ã¡ãããšèªãŸããŠãã
ã- åºãã£ãŠãã Â
ã»å€ãã®ã«
ã- ãã£ãšPVã䌞ã³ãŠã
ã- ãè³ç£èšäºãã«ãªã£ãŠããã® Â
ã»æ°èšäºã
ã- 䌞ã³ãŠãã®ã
ã- æ»ãã§ãã®ãïŒæ²ããðïŒ
ç§ã¯ãããèŠãŠã
ãããç§ããæèŠã§ãã£ãŠããâŠðã
ã£ãŠãªããŸããïŒç¬ïŒ
ã¡ãªã¿ã«ããããªããŠãçããŠã¯ãããŸãð€£
æ£çŽã
ãã®åæãããªããŠã
noteã¯æ®éã«æžããŸãã
ã§ãã
ã»note䌞ã°ããã
ã»äŒžã³ãªãèšäºããã以äžéç£ããããªãð
ã£ãŠæã£ãŠã人ã«ã¯ã
äžåä»çµã¿ãäœã䟡å€ã¯ãã¡ããã¡ããã
ãšæããŸããã
ä»åçšæãããã®
ä»åã®äœæ¥ã§ã
ãããããçšæããŠãããã®ã¯ãã¡ãã§ãã
KITAcoreããèšäºã®ç¡æéšåã®ã¹ã¯ã·ã§ð

ã»Google ã¹ãã¬ããã·ãŒã
ãïŒâ»ã·ãŒãåã®æå®ãããã®ã§äºåã«äœæïŒ
ã»ã¹ãã¬ããã·ãŒãã®URL
ã»èªåã® note ã®URL
ãïŒãããã£ãŒã« or èšäºäžèЧããŒãžïŒ
ã»èªåã® note ã® Cookie
ãïŒãã°ã€ã³ç¶æ
ã蚌æããæ
å ±ïŒ
ãã®4ã€ãæã£ãŠããã°ã
éäžã§
ãããïŒäœãè¶³ããªããã ã£ãïŒã
ãšè¿·ãããšã¯ãããŸããã
â»ç¹ã« Cookie ã ãã¯æ±ã泚æã§ãã
ä»äººã«æž¡ããªãã»å
¬éããªãã»
èªå·±è²¬ä»»ã§ç®¡çããŠãã ããã
ãããã Google Colab ã£ãŠäœïŒ
Google Colab ã¯ã
ãã©ãŠã¶äžã§Pythonã䜿ãããµãŒãã¹ã§ãã
詳ããã¯ð

ã¡ãªã¿ã«ããããã¯ã
ããŒã«ã«ã«ãPythonç°å¢ãããŸãïŒç¬ïŒ
ããã¯ããã§ããããšäŸ¿å©ã§ããã
ã©ãããéãã®ïŒ
ããããéããŸãð
éããã
ãããŒãããã¯ãæ°èŠäœæã
ãããã£ãšããã ãã

ããã§
Pythonãæžãããã®çœãç»é¢ãåºãŠããŸãã

Google Colabã§æåã«ããããšïŒåå¿è åãïŒ
ããŒãããã¯ãéãããã
åå¿è
ããã¯ãŸã `.py` ã«ããŸãããã
äžçŽè ããã¯ãã®ãŸãŸã§å€§äžå€«ã§ãïŒ
ããïŒColabã£ãŠãã®ãŸãŸäœ¿ãããããªãã®ïŒã
ã£ãŠæã£ãæ¹ã倧äžå€«ã§ãã
ç§ãæããŸããïŒç¬ïŒ
ã§ãä»åã®ç§ã®èª¬æã§ã¯ãã³ãŒãã¯ã
ãPythonãã¡ã€ã«ãšããŠæ±ããåæãªã®ã§ã
æåã« `.py` ã«ããŠãããæ¹ãæ··ä¹±ããŸããã
ããæ¹ã¯ç°¡åã§ã
ã»å·Šäžã®ãã¡ã€ã«åãã¯ãªãã¯ããŠ
ã»æ¡åŒµåã `.py` ã«ãã Â


ããã ãã§ãã
äžèº«ã¯äœãå€ãããŸããã
é ãåãæ¿ããããã®ååŒ
ãããã«æã£ãŠããããã°OKã§ãã
ã.pyããšã.ipynbãã£ãŠäœãéãã®ïŒ
ãããç§ãæåã€ãŸãããŸããð
ãªã®ã§äžè¬äººç®ç·ã§èª¬æããŸãã
.ipynbïŒColabã®ããŒãããã¯ïŒ
ã»ã«ããšã«å®è¡ã§ãã
å®è¡çµæããã®å Žã«è¡šç€ºããã
ã¡ã¢ã»å®éšã»æ€èšŒåã
ãèããªããè§Šãçšã
ð Colabãæ®æ®µäœ¿ã£ãŠã人ã¯ãã ããããã£ã¡ã«æ £ããŠãŸã
.pyïŒPythonã¹ã¯ãªããïŒ
äžããé ã«ãäžæ°ã«å®è¡ããã
å®è¡çµæã¯ãã°ãšããŠåºãã ã
åŠçã®æµããæç¢º
ãã¡ãããšåããçšã
ð ä»åã®KITAcoreããã®ã³ãŒãã¯
ãäžé£ã®åŠçãæ£ããé çªã§æµããåæãªã®ã§
.ipynbã®ãŸãŸã ãšæ··ä¹±ããããã
ãšããçœ ããããŸãã®ã§
åå¿è
ããã¯ãããæœ°ããŸãïŒïŒç¬ïŒ
.ipynbïŒColabïŒã ãšäœãå¬ããã®ïŒ
.ipynbïŒJupyter Notebook圢åŒïŒã®äžçªã®åŒ·ã¿ã¯ã
ã°ã©ãã衚ããã®å Žã§å¯èŠåãããããšã§ãã
å®è¡ãããš
ð æ°å
ð 衚
ð ã°ã©ã
ãããã®ã»ã«ã®çŽäžã«ãã®ãŸãŸè¡šç€ºããã
ãªã®ã§ã
ããã®åŠçã§ãäœãèµ·ããã®ãã
ãããŒã¿ãã©ãå€ãã£ãã®ãã
ããç®ã§èŠãŠäžçºã§åãããã§ãããã
ã ããã
åæçµæãçºããã
ã°ã©ããäœããã
詊è¡é¯èª€ããªãã確èªããã
人ã«ã¯ã.ipynb ããã¡ããã¡ãåããŠãŸãã
ãããããªãã§ä»åæåã«ã.pyã«ããããã£ãŠè©±ã«ãªãã®ïŒ
ããã¯æè¡çãšãããããèãæ¹ã®è©±ã§ãã
.ipynb ã®æèŠã ãš
ããšãããããã®ã»ã«ã ãå®è¡ããŠã¿ããã
ã£ãŠãããã¡ãªãã§ããã
ä»åã®ã³ãŒãã¯
ð é çªãåœ
ãªã®ã§ã
ã©ã€ãã©ãªèªã¿èŸŒã¿
èšå®
CookieååŸ
APIã¢ã¯ã»ã¹
ã¹ãã·ä¿å
ããã äžæ°ã«äžããäžãŸã§æµãåæã§èããæ¹ãå®å šã
ã ãã
ãããã¯ããŒããããªããŠãã¹ã¯ãªãããªãã ã
ã£ãŠæèããããã«
æåã« .py ã«ããŠãããšãè¿·åã«ãªãã«ããã§ãã
ïŒå®éã®äžèº«ã¯ã»ãŒå€ãããŸããïŒ
ãªã®ã§ã
ã°ã©ããèŠãåã®åå°äœããšããŠã¯
.py ã®èãæ¹ãåãããããããšããã ãã§ãã
å®éã
ð ããŒã¿ååŸã»ä¿å â .py çãªèãæ¹
ð å¯èŠåã»åæ â .ipynb ã§ã°ã©ã
ã¿ããã«ã圹å²åæ ããŠäœ¿ãã®ãæ£è§£ã ã£ããããŸãã
ã©ã€ãã©ãªååŸã§è©°ãŸãããããã€ã³ãïŒéèŠïŒ
KITAcoreããã®ã³ãŒãã§ã¯ã
ãŸãããã€ãã©ã€ãã©ãªã®ååŸã
å¿
èŠã«ãªããŸãã
ããã
å°å³ã ãã©ãã¡ããã¡ã倧äºã§ãã
Colabã§ã¯
å¿
ãå
é ã« `pip` ãä»ããŸãã
äŸïŒ
ã»`pip install ââ`
ãããä»ãå¿ãããšã
ã»ãšã©ãŒãåºãïŒãããã¯äœãåºãªãïŒ
ã»äœãæªãã®ãåãããªã
ã»ã³ãŒããééã£ãŠããšåéããã Â
ãšããåå¿è ãããããçºçããŸãã
ð `pip` ããå§ãŸã£ãŠããæ£åžž
ãããã®èªèã§OKã§ãã
è©°ãŸã£ãããGeminiã«èãã°å€§äœè§£æ±ºããããã
èããŠã¿ãã®ãããïŒ

ã¯ãããŒå°çïŒãããäžçªããã©ãïŒ
æ£çŽãããã
ä»åãã¡ã°ã粟ç¥çã«
ããã©ãã£ããšããã§ãïŒç¬ïŒ
ããããšã¯ã·ã³ãã«ã§ã
ã»èªåã® note ã®ãããã£ãŒã«ç»é¢ãéã
ã»F12ïŒéçºè
ããŒã«ïŒãæŒã
ã»Cookies ãèŠã
ã»è¡šç€ºãããŠããããŒãïŒåºæ¬å
šéšïŒååŸãã Â
ããã ãã
âŠâŠãã
ç»é¢ãæ¥ã«ããã£ãœããªã£ãŠæãã
åãããŸããç§ãæããŸããð
Cookie ã¯
ãããªãããã°ã€ã³ããŠããæ¬äººã§ããã
ãšããæ
å ±ãªã®ã§ã
ã»ä»äººã«æž¡ããªã
ã»SNSã«è²Œããªã
ã»èªå·±è²¬ä»»ã§æ±ã Â

ãã®3ç¹ã ãã¯å¿ ãå®ã£ãŠãã ããã
â»ããŸã
æ£çŽãããååŸããæåæ°ãªããªãå€ããŠ
ãæã§ããã®ç¡çã ãªâŠããšãªã£ãã®ã§ïŒç¬ïŒ
CookieååŸãå°ã楜ã«ããããã«ã
ChatGPTã«ãé¡ãããŠ
ããŒã«ã«ç°å¢ã§ç°¡åãªããŒã«ãäœããŸããã
ããæ¹ã®è©³çްã¯ããã§ã¯æžããŸããã
ïŒãã®èŸºã¯èªåã§èª¿ã¹ããã人åãã§ãïŒ
ãã³ããšããŠã¯ã
AIã«
ãPythonã§ driver.get_cookies() ã䜿ã£ãŠ
CookieãååŸãããã
ãšèããšãã ãããåãããšæããŸãã
â»ãããŸã§èªå·±è²¬ä»»
â»ããŒã«ã«æšå¥š
â»åäœä¿èšŒã»ãµããŒãã¯ãããŸãã

ããšã¯å®è¡ããã ãïŒ
ãããŸã§ã§ããã°ã
ããšã¯é çªãå®ã£ãŠå®è¡ããŠããã ãã§ãã
å
¥åå
容ã«åé¡ããªããã°ã
ã¹ãã¬ããã·ãŒãã«
ãããªæãã®ããŒã¿ãçæãããŸãã

ãã®ããŒã¿ã§ããã£ãããš

ä»åãå®éã«ããŒã¿ãåã£ãŠã¿ãŠ
ããã€ãé¢çœãçºèŠããããŸããã
ããšãã°ã
ã»ããããã®èšäºããã©ãã¯ãŒçŽ630人ã«å¯ŸããŠ
ãèªãã§ãããŠã人çããå²ãšé«ã
ã»PVã¯ãããŸã§ççºããŠãªããŠãã
ã¹ãçã»ã³ã¡ã³ãçãå®å®ããŠããèšäºããã
ã»ç¡æå ¬éããããŒã«ã®èšäºã¯äŒžã³çé«ã
ã»éã«ã
æã£ããã䌞ã³ãŠãªããšæã£ãŠãèšäºã
ãããããèªãŸãç¶ããŠããããšã倿
æ°åã§èŠããšã
ãæèŠã§æã£ãŠãããšããš
ãå®éã®ããŒã¿ãã
ãºã¬ãŠãéšåããã£ãŠã
æ£çŽã¡ãã£ãšããããšããŸããïŒç¬ïŒ
ã§ãããã£ãŠã
ææ
ãããªãâçŸå®âãèŠããã
ã£ãŠããšã§ããããã§ãããã
ãåœãã£ãïŒå€ããããããªããŠã
ããããæ¬¡ã©ãããïŒã
ãèããææãäžæ°ã«å¢ããæèŠã§ããã
æåŸã«
ãããŸã§ãæ¬åœã«ãç²ãæ§ã§ããïŒïŒ
æ£çŽã
Pythonãè§Šã£ãããšããªãæ¹ãã
KITAcoreããã®ææèšäºãèªãã§ããªãæ¹ã«ã¯ã
ããªãã®ãã£ã¡ãåãããèšäºã
ã ã£ããããããŸããïŒç¬ïŒ
ã§ããããããã
äžèº«ã¯æ¬æ°ã§ã¬ããªããŒã«ã§ãã
noteã
ã»æèŠã ãã§æžãç¶ããã
ã»äžåºŠãæ°åã§èŠãŠã¿ãã Â
ãã®åããéã«ç«ã£ããšãã
ãã®ä»çµã¿ã¯
ããªã匷åãªæŠåšã«ãªããšæããŸããã
å°ãã§ã
ãæ°ã«ãªããªã
ãèªåã詊ããŠã¿ãããªã
ãšæã£ãæ¹ã¯ã
ãã² KITAcoreããã®ææèšäºã
ãã§ãã¯ããŠã¿ãŠãã ããã
説æã¯é£è§£ã ãã©ïŒäœåºŠã§ãããwwïŒ
æ¬åœã«äŸ¡å€ã¯ãããŸãã
ç§ã¯ããã§ã
æ¬¡ã«æžãèšäºã®è»žãèŠããæ°ãããŸãð¥°
æ¹ããŠã
ãããªä»çµã¿ãå
¬éããŠããã
KITAcoreããã«æè¬ã§ãð

ã§ã¯ã§ã¯ãæåŸãŸã§èªãã§é ã
ããããšãããããŸããã
ããããã§ããïŒ

#ãã£ãŠã¿ã #noteã®æžãæ¹ #noteéçš #ããŒã¿åæ #Python #GoogleColab #ã¹ãã¬ããã·ãŒã #çæAI #Gemini #åæ #詊è¡é¯èª€ #èšäºåæ #note #åŠã³ #èšé² #æ°ã¥ã #ä»äº #æ¥åžž #æé· #ã¢ãŠãããã #noteåå¿è #æè¿ã®åŠã³