Spec-Zone.ru › Matplotlib 2.1
matplotlib.pyplot.text
matplotlib.pyplot.text(x, y, s, fontdict=None, withdash=False, **kwargs)
Добавить текст на ось.
Добавить текст в строке s на ось в позиции x, y, в координатах данных.
Параметры:
x, y : скаляры
координаты данных
s : строка
текст
fontdict : словарь, необязательно, по умолчанию: None
Словарь для переопределения свойств текста по умолчанию. Если fontdict равно None, значения по умолчанию определяются вашими параметрами rc.
withdash : логическое значение, необязательно, по умолчанию: False
Создает экземпляр TextWithDash вместо экземпляра Text .
Другие параметры:
**kwargs : Text свойства.
Другие параметры текста.
Примеры Индивидуальные ключевые аргументы могут быть использованы для переопределения любого заданного параметра:
>>> text(x, y, s, fontsize=12)
По умолчанию преобразование указывает, что текст находится в координатах данных, альтернативно, вы можете указать, что текст находится в координатах осей (0,0 - нижний левый угол, 1,1 - верхний правый угол). Приведенный ниже пример размещает текст в центре осей:
>>> text(0.5, 0.5,'matplotlib', horizontalalignment='center',
... verticalalignment='center',
... transform=ax.transAxes)
Вы можете поместить прямоугольную рамку вокруг экземпляра текста (например, для установки цвета фона), используя ключевой параметр bbox. bbox является словарем свойств Rectangle . Например:
>>> text(x, y, s, bbox=dict(facecolor='red', alpha=0.5))
Примеры использования matplotlib.pyplot.text
<img alt="../../_images/sphx_glr_artist_reference_thumb.png" 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END_OF_DOCUMENT_MARKER <img alt="../../_images/sphx_glr_multiline_thumb.png" 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0KV9vqKyKm3J0SAHwheEgD2IPlNZ16zU0DxdyQFm4i/YEFdH0oXXrBjjoEJxyhaOxUZGVeIQTW6UigUGHwMSysKYVQJCPM52KwFL4WI1Ul+KPz4qIYEk4O8IG431+TEOO47GMhD9mQSkRgot7L5tpjti658DuWAl8d3vimQ0TOAFIMHONXh23jFzDyH2I3xDDqsCBCMiY+K89gEgyW/gutQ6Ipzi5qxjBKe2bHS4AuTL579kL/1OCZkPA8JTp5cuwN1Fba8BCU+3g85u17JuIFiVb4Tua5Ui9cGLR5WB+P2uB4+573FLAUgm4gItBF1S+zoFffV+CeGg33cP/XNbHdzXZVXWMpBt0sTnr4h1A1E5dRKPFgrpj6isk3Jiy9EwCzEMf9827eXRbMUO//yixOPdNmRmNlqDJU4bbXgcsm7vMpBAm78t8qT/hwG5u7l5IRZ7yYZclb+dx1y8jkZzvONIHK6Uc/6toK8+YEMo7+GBpaDTFy4S4G1AcKgwh5PZHwYEjPc0QkViqLi+CQinF4js6vj5IehA6W6SP74r8lh/6mQZSLwThK2Edf9ZQLiLy2pLsCOtW3ht7duAhGKC81I3iW5vzibvFnx5gcf6s736r7hUnxPRqLPlpoGuUAtADudAbD0JCG19CQgrfUd1KmYzfHREbSBY9uTimPfgdgPtm2rE8DoQLoGCnNdOiD8R85uuDxM3Wblu+S+ff3wCG5SQiDQqutYTnO/A19KIDIQW3d4ZIz1NIl4WgaDt1AtAag3pN7YexNG81LiuuoRkUtsD3u45jnIPBjf3OhDKYAfRqNmaEb3Rx5w3cqMf3Mrx+MuPbVBCgG6eW8b0IhCgx57nsubbC0V1H0ouqmhDav3tvpCSQOvAW7W8RWVpc/aHoVEEAs6j2piP8NU4GR7rvMXf+5OLEZxTLdurooT001KlIZlW+Mb4OhA0tJPNgEbYweeKLcjJoLvXSGFy8vHOO8qtG0g1+ycCAcWU9UKomkR0cEr0XwGCzGpm25EvmnNBMx7MBXP7kcQgEjPJygf4vRLyD9PvvwsIVDpdm6BWtRlNMf8KkOG91RsKV10z3q2iLspHVOo+eKzoX/1WCflDgTzE496Q6Epc2BPDF4Hojn2IJwbQOO+MUd9MyaptmDjqA3l9tWEJ0QUJo5A2MBHeh6CYqDd6k4tAQm4jwbtLmnOjWHTHXfASNQUgnL1oFLyc46K3IASjjmLBW8RUtiHGvKRuXFlPuuB9EUgwYDuvWftAwzu5Fg9O6A/jRb2GU+KxUQlpkuSUT47naabHkLccQD2j3oiM1J6AhHrklIGBiKbNwANh6Pgejno9uuuXB+KnySk/otE+4i+YgX8lyl+w4lJbZUnL46H3/MmGUCHZUSfmLgJqEWmIUKH7AC+nQFk+NishwUZrJARUXhOwbLNbQMdPEWlMtU9Aalf58AgCqWlb/MQe2PiCsHJb9CUnC2TYSFT4EY1D7QHAqtM0AHuwIs47uQ0B8aX2U9aEtHGDD+WA6K4uT5KIEARaxvVg2ZhesTrP4vMN25DeUx9FfTqW5F4Itp9sSGw078/U0FHpU7utU7IhtrN5TsjekdoqSgfUBeKi7AYh+vCNZ9VTCUgzF4F2hcP00T3AQSDcfAFXnngIwHeLOeUp7QayB049t7h8+vTl83/AfCtPcYoLlBCZvWsC0md5PRT09ttMaxFI6gmIk+VruGa8tU4Kika9/ARkLBAeemc2aZacWkB0uR2zlc80oA2zyaQVk2nB3DAAxSCYDffGTgRJJxdG/zTP+dE7iUK5la4UkMdnw4D44z8+L4z3aT4qjh9Ckmlk3cOAnoD4O2G+1TdH9OQOyALRtEe8oIfaTCeOvg7ExVT4Uoke08monMuKu80hfqBc4qwXsG6LamRWyTIQEkdh0S1Oz7VM3OKTS/R6jjre2a+DgQEWyT97rsknXl/92sxTyk9aMbXknrUCvGuQkBZdmbvijUlDDojm/+yd+1PayhfAV4kliGLEoIBgjEKIvN8UKQUFEtBeoe0VUjuIY7Xa70xHp9rb2+af/ybEZ15gbwidNucHiTm7Yclnzzm7m+xu6eXyLbyDEDsISCC2f9sQ9r5yj/h5yPZes79ljWsZvt2mcsVe39hUGe2lEhieXiQzjORV0p0PRw//1bljeAPE+tfu/Vhnv5MlBjKBvVy9S9F5GRgAhIkd3M+ZwvbpEQKBzStWxCV93kG3EWUg1BIeRd2e/gaCj4Hw8WNkQIoFoXYXm4pA+u/EWg8q90NyNL8Ow8OgznueieCrB8X2v2QUg3ql3/zY3X/QUXz9dpRACq4whmHK6+rIAmE2WsAVFHbhfQRE8j6Dlq2sgr9F8rfCeyAEuvT9Cy5tPj7PJ5OvtpPxOc/Bq+KyaXMF2BO582LpDR+Du8JKDpvp0qu1JDLnP34XNZ07Ad0pnNc7b27mK5nugMyXeJuZi3tj+3vpfyc23jR8pnMGWMLl8zT5RlxAPp9DKyA0SyEIMvEUIFTa6cAgwKyzYiBi+9DWQlATQDk/2ssv8bffEZ35evG3IBdfucOLy9Pj0+Pj75fXx6e8XF9cfuc+vl9zqS6uf1zx6b4fc0lOv132E5xyp674FF9vrvLt6u9b+XHJ/z3tJ7/8JiT/enH540HyO+HzXVzquuXRIyCMLbFRdJS6t5XJpBQ/NLaQm9eA6HD6JDsFWDwfvP78QpDP1/3D9325/3zxmfv4zGs+f/tx9UKS4r2Q4v3tZS6vbg5e/HP1zwvVCz4SPt8YgeTwNez1mpORAJHah8YWsgz85wBBn8Xe9texiotclpp0K0MsPiN2WcOKpi6La+7S5ynH8EBYmPAjodB9s9mkbB/axpCZiJskWrR53r00ktHeuZ8c7Z3T+pk6Q6aGfreX5tooTCmchyVAZHloaiFsF7JQe9wFm9Hfefh9KjITZoachbu3FeYndC5DDyzmBog8j1/oecgT18sa45qLXdRnHXJpjd5LaT0TgBw9PwJgxBaiAqRWRVbUBCnsBlcGCVK8X1FuO4qsDCv9fJoBcdFENLpJDAVkKlDHDoEHlgI5krcP3Syk/HphUU0WdvOVRfUkXKLKnec2+7cHpRblG/EMKlkgljzZcWCkDZEAUeShl4WwlsCsmgQYllJP0U90X1h6dnjp59MMCNe5Q4ZcfAY6OUHhQIORuCxlHnpZyPhFwxiCLwaHGDphV2YPPybgQlrSKPApxQ8dLeS3AoI6zfNTgy0klyf22zi5Lk7w7xcVHoaFPFlm7eGCV+4ZBIQGcJBopmqzkgQq/sqwkJ9xWKgfQ1H3ACArUMIE1eT0Rx++AGBYiIZBnY1zcSA+AIiFmc5gu+syPJ7v+IBhIVoC6WFOl0n8HoWr3hTHEDqOzcj5qzmTYSFaAqGe/RVEMdGsELba8UOSZq83xMrED902uP9TLATxyjyfgkETEx6vP9jyqNiQ+Kuj/7rlkYwUjD2o5Djl+bdnmMJMJe10OOvRnsPhIJyOh+La+fDFw531OlTESyiqetG6U+a0p2YAkeGRrfbXtZ8+2457nJ56VLoTVuDLh50A90mk1fbLShPKumjdI3M24DaASKVTihKs2GU9lk83/UHDZekBJBXOH86Lg7oonu/cjWXpFNTN022+A1tv4+t/XgyRDp1I+h9AbyBQ5hDlmh94IxvqD/XEDSBS+9BoP/VhgPBrnfhX+SMCgwGIet0GEBke+lnI7WpAAIlw7W+2kY0YQGR46GchvHmg3JdR4ZvX4+sGEHH80DeGNNCOzZGfiuzia7QR1BXsQ08LAfU1Cl41e/cawrxLA4jQ/xDtB2mMZY0XiJiHnhZiAJEC+fRcvF+qYSHjBPJJun+tYSFjBCK1D8NCxgnkk9z+zoaFjA2InH0YFjI+IPI8DAsZFxAFHoaFjAWIRT5+GBaiG5BAt/kAyOSKkn0YFqIPEAZNlUx3QOas/1PkYViILkDWbGBGWAer/0x954MiD+OZui5AoBoohgBwtd27Sau1/vwfq11Jmkm7iiSbiiqrKS13VSJrAJHKdAeUwwCsJJOlVWZ2Nmm1KM4f8sTVZhfFPYoqxr7JyJy2bBlApEJghaCwq2+Cd1l25RlWwKzussxPdllGDJGT5WxOOnQy5lYWfNLhcyDtKvEn90P4GfQEpZIiCn5SScnP/T1TAuIONzAEgFaqgPZfRo5nfyEgTr2APGs3phtb+LSinNWmVaR2pqzDtxoyZ8sZXKE5F2yCSByYsR7gjth0o4OVlS/ebmivayh/X6NN6gTEC0EQvpjAISVpxyAVibUVVXhiUf6qCpPmb14DmloIAP8yYPcg6J3y9+K7Lc11UGtX+Ta0SD3tMRtXiSGqa1ZEVGLIU13OxzQI+uZZ1DdVIoZztRrr1NySM6QnEOhcJRKk1HKmVKLPOfS0UuSwTKcXMpeDZJUdXId62ut62Z/TaS8TKvWcVQv4gFK5dfMTTyxGM07TdhZEV+cHp6XM2uvM1M/pDPmtZV5495+WmYLLIsLiuLDFQkurDCIsyji1LndRC4PQvHUxFlbrAptpZR29ziD9Es9IE9Gc3c0r5qWV1laY4tfigc268XCR2JKZ3xYh2JbcusYzP38SxsiQtI+3umFLcWW1ZIIp6a+0k5nXh5wP2kiEYa1L7Eso60KY0Ki7LErdZQQDALttobCiHwujrft6+EiTPDCBtYOmbkCWalSQa2PlIQSTdPJcCLXNNUqoSkOm1ZNcTPOVcStFPduTq8elZQA2K2mL5iU+J5vhSAMchiNZSa0mTQCYQpk9qpIP5kS6TMxqfR0S8tryosZWOmFDiqQthNRJ2+PlXvb2ayARWz0kO9R0AXjbowZCxgG/LxXqA+GuzI8PchUc3lrCpPfc3uoEZ7lmZBdIN2TlfyHK3S3nUgrraV3iTXJ9OVdB8onZBUm99ZdsRfSsW7Hv5qILorpgS52cpGxC3gwiYpmKQnuNjUCrndt1Pm5SdEO2uo1cnVyN4AQ6ZeuOHIgX8Kvj+00gkZM2e4I3yzh4ZTsj/LyBxBqoHcroEjdzCqqHmgPJlP2dWC9VBhmv5NeUnfZYp1MlMAqgIlyhHIrmEkJe8QRwJpYPktNVkA53wyJVN4XHurZcKL9QBaGGHx41kK0OUTKl6aUl64JV4q0XkzRwROHJ9VpYktHTc2LF+sqMzRGU6VY6ty3AFGAcHrShOZAQOTP5lug0QESy53KkzkW8JGJlYl3fgqi1EdnE8du84u01cVs6jaa2PdWtnLhzuBb2kFSmXbJkOiC8P3KPBZAOWoDzlvWwzJ1zVzI2S/EdFY7kpcvcxiMkPpWahFvoO5kmSNINQK0eJSMntNYlNmXi/mrGBXlBVjIQzW9r7MtEDtcTKbQoo4u66/28YpItLuAVUMyWoOJbYt/LO+TsZiqUxwH8Nmo0yyU1qFod0ZVnUgMSwHjIbAAQy+SWZURX9nkHJPBkCeP+G/JLCxGKZGEzFOxQgP8D1z5WqWF0YCYSKQJPCO0Kf7g40/3PujHIBAKa/JCt9Tbgx+WsuiyEyPrZXV9qZIWe9a1HclHMmcd9mDP8//bu7TdZJAoA+PFCFXUJVmq9C0UpC0K8gIYat1LlYr7dStOU0s1is4lpv//Bf37B7L7sJWtW+/Vhz+9hXo4PeMZh5syYTGEi88vtITGoN1Jlx9jky4GRXt8FyqTSrhwb+wSFZ3qoJBzIkpBpxStwugVOy9nvZO33JpwMZIpeGrJR0f5u2HG11SLAtz7ukYjuV24Ms17UNAehSPaYw2LgdrPtBuj3XQFELapXnvrHx741QnxcDr83JIEd8bJoRekucElRjEu+JnU2j59WpqmvVoEeicvi1RedaSSW+iB4qX3YI2VG1m5jwbCXHoOmO76siAfFICl1iNtrkMMosbp2LvcetKNj3940ql0XtG+5VH2h0juA7ZYThXhsBBp3Fw2ZzOXicjfmdqnJ4mt4Z/vWO3OvWNyHdUhi5MW7Mval6TK25++KzvPLITFQJTaq1VdkqUKtgnLDAeG2cWzsMzrEg6YO85ErE1M5mixh49OmEpdOnjzeX5Q2/MWF8ZRl/EUYGtGP02NM/2bzYR3S/0kUXceTdHIXNQFtMKPEITFQHuSRney2Odg3wy4zOTr2CeY6OVMg99wXgxt1cQ5g1vLr8C4aKqUwfAwAKhLHkJdTjko+XIVPKsXdK0K9an7YHEJkeT6awui4Posbmz4sBlmbj0a4s7+T3I5vxc4eH/sErdEylQY3d85VDXkVzSGz+5vBIJ7VNN30oi88yUGhGTZbz6PLen1peNndVDaE2aacuDRFC/0/E72eZmf17M/MPh+MZyP71OJrA7J0e/cd/rqpT6MOO+vuNNVvm/3zAm3AJ1sT8nVyuthPgogqC/Vp5XFW6My3uIF64WQNcNwUQHDIPQrV9fZEIhH4FIN8MgNbcbOXWds4amMBTG2hFhiz1BFF9Sz2NOpJODaI3Ufg4LrEVyhJTPXa8IJm8xCud2pdliXRlS68MRl6jKtGwXGECT03pgJFTjHTtvLvUExwAAAEPSURBVEu0abhNJW6jUvDqDMxN+q5W8la+oawoWuL1Ts0DeSaf1R5Wb34eKtGn/S0m8NR0F3Lll2VJS3adEg3d80Q7iI+YIW3WKNa9VsvLdHvrxB3ip6EXdrcs2+Lf25PWNgtjDhN4amYBhF+H0x9JVSKY7YW0tstRh6woMC5VmhZSzs/j9Q9atkS+1S0TqHCuzDfCdH62IqP6UO9gAk9N6BUzV3ww2fEaJLdqny4Oo/XvKwtJFdSX9+9gli+GNNF0+ryaBPYVtM2V3dzcAz0h1sYOE3hy6n/ft2ngIgshhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhP7Vb/9ml9mh4q+wAAAAAElFTkSuQmCC</div>
END_OF_DOCUMENT_MARKER
``` END_OF_DOCUMENT_MARKER <img alt="../../_images/sphx_glr_usetex_demo_thumb.png" 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
<img alt="../../_images/sphx_glr_bachelors_degrees_by_gender_thumb.png" 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