def get_price(code_number, headers): """ 年でループ """ dfs = [] year = range(2000, 2021) for y in year: try: url = "https://kabuoji3.com/stock/{}/{}/".format(code_number, y) soup = BeautifulSoup( requests.get(url, headers=headers).content, "html.parser") tag_tr = soup.find_all("tr") head = [h.text for h in tag_tr[0].find_all("th")] data = [] for i in range(1, len(tag_tr)): data.append([d.text for d in tag_tr[i].find_all("td")]) df = pd.DataFrame(data, columns=head) col = ["始値", "高値", "安値", "終値", "出来高", "終値調整"] for c in col: df[c] = df[c].astype(float) dfs.append(df) except IndexError: pass data = pd.concat(dfs, axis=0) data = data.reset_index(drop=True) return data