');mask-image:url('data:image/svg+xml;utf8, ');mask-mode:alpha;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;-webkit-mask-position:center;mask-position:center;border-radius:0}}.wp-block-latest-comments__comment{font-size:15px;line-height:1.1;list-style:none;margin-bottom:1em}.has-avatars .wp-block-latest-comments__comment{min-height:36px;list-style:none}.has-avatars .wp-block-latest-comments__comment .wp-block-latest-comments__comment-excerpt,.has-avatars .wp-block-latest-comments__comment .wp-block-latest-comments__comment-meta{margin-left:52px}.has-dates .wp-block-latest-comments__comment,.has-excerpts .wp-block-latest-comments__comment{line-height:1.5}.wp-block-latest-comments__comment-excerpt p{font-size:14px;line-height:1.8;margin:5px 0 20px}.wp-block-latest-comments__comment-date{color:#8f98a1;display:block;font-size:12px}.wp-block-latest-comments .avatar,.wp-block-latest-comments__comment-avatar{border-radius:24px;display:block;float:left;height:40px;margin-right:12px;width:40px}.wp-block-latest-posts.alignleft{margin-right:2em}.wp-block-latest-posts.alignright{margin-left:2em}.wp-block-latest-posts.wp-block-latest-posts__list{list-style:none}.wp-block-latest-posts.wp-block-latest-posts__list li{clear:both}.wp-block-latest-posts.is-grid{display:flex;flex-wrap:wrap;padding:0}.wp-block-latest-posts.is-grid li{margin:0 20px 20px 0;width:100%}@media (min-width:600px){.wp-block-latest-posts.columns-2 li{width:calc(50% - 20px)}.wp-block-latest-posts.columns-3 li{width:calc(33.33333% - 20px)}.wp-block-latest-posts.columns-4 li{width:calc(25% - 20px)}.wp-block-latest-posts.columns-5 li{width:calc(20% - 20px)}.wp-block-latest-posts.columns-6 li{width:calc(16.66667% - 20px)}}.wp-block-latest-posts__post-author,.wp-block-latest-posts__post-date{display:block;color:#6c7781;font-size:13px}.wp-block-latest-posts__post-excerpt{margin-top:8px;margin-bottom:16px}.wp-block-latest-posts__featured-image img{height:auto;width:auto}.wp-block-latest-posts__featured-image.alignleft{margin-right:1em}.wp-block-latest-posts__featured-image.alignright{margin-left:1em}.wp-block-latest-posts__featured-image.aligncenter{margin-bottom:1em;text-align:center}.edit-post-visual-editor .wp-block-latest-posts.is-grid li{margin-bottom:20px}.wp-block-media-text{
/*!rtl:begin:ignore*/direction:ltr;
/*!rtl:end:ignore*/display:-ms-grid;display:grid;-ms-grid-columns:50% 1fr;grid-template-columns:50% 1fr;-ms-grid-rows:auto;grid-template-rows:auto}.wp-block-media-text.has-media-on-the-right{-ms-grid-columns:1fr 50%;grid-template-columns:1fr 50%}.wp-block-media-text.is-vertically-aligned-top .wp-block-media-text__content,.wp-block-media-text.is-vertically-aligned-top .wp-block-media-text__media{-ms-grid-row-align:start;align-self:start}.wp-block-media-text.is-vertically-aligned-center .wp-block-media-text__content,.wp-block-media-text.is-vertically-aligned-center .wp-block-media-text__media,.wp-block-media-text .wp-block-media-text__content,.wp-block-media-text .wp-block-media-text__media{-ms-grid-row-align:center;align-self:center}.wp-block-media-text.is-vertically-aligned-bottom .wp-block-media-text__content,.wp-block-media-text.is-vertically-aligned-bottom .wp-block-media-text__media{-ms-grid-row-align:end;align-self:end}.wp-block-media-text .wp-block-media-text__media{
/*!rtl:begin:ignore*/-ms-grid-column:1;grid-column:1;-ms-grid-row:1;grid-row:1;
/*!rtl:end:ignore*/margin:0}.wp-block-media-text .wp-block-media-text__content{direction:ltr;
/*!rtl:begin:ignore*/-ms-grid-column:2;grid-column:2;-ms-grid-row:1;grid-row:1;
/*!rtl:end:ignore*/padding:0 8%;word-break:break-word}.wp-block-media-text.has-media-on-the-right .wp-block-media-text__media{
/*!rtl:begin:ignore*/-ms-grid-column:2;grid-column:2;-ms-grid-row:1;grid-row:1
/*!rtl:end:ignore*/}.wp-block-media-text.has-media-on-the-right .wp-block-media-text__content{
/*!rtl:begin:ignore*/-ms-grid-column:1;grid-column:1;-ms-grid-row:1;grid-row:1
/*!rtl:end:ignore*/}.wp-block-media-text__media img,.wp-block-media-text__media video{max-width:unset;width:100%;vertical-align:middle}.wp-block-media-text.is-image-fill figure.wp-block-media-text__media{height:100%;min-height:250px;background-size:cover}.wp-block-media-text.is-image-fill figure.wp-block-media-text__media>img{position:absolute;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0,0,0,0);border:0}@media (max-width:600px){.wp-block-media-text.is-stacked-on-mobile{-ms-grid-columns:100%!important;grid-template-columns:100%!important}.wp-block-media-text.is-stacked-on-mobile .wp-block-media-text__media{-ms-grid-column:1;grid-column:1;-ms-grid-row:1;grid-row:1}.wp-block-media-text.is-stacked-on-mobile.has-media-on-the-right .wp-block-media-text__media,.wp-block-media-text.is-stacked-on-mobile .wp-block-media-text__content{-ms-grid-column:1;grid-column:1;-ms-grid-row:2;grid-row:2}.wp-block-media-text.is-stacked-on-mobile.has-media-on-the-right .wp-block-media-text__content{-ms-grid-column:1;grid-column:1;-ms-grid-row:1;grid-row:1}}.wp-block-navigation.is-style-light .wp-block-navigation-link:not(.has-text-color),.wp-block-navigation .wp-block-navigation-link:not(.has-text-color){color:#1e1e1e}.wp-block-navigation.is-style-light:not(.has-background) .wp-block-navigation__container,.wp-block-navigation:not(.has-background) .wp-block-navigation__container{background-color:#fff}.wp-block-navigation.is-style-dark .wp-block-navigation-link:not(.has-text-color){color:#fff}.wp-block-navigation.is-style-dark:not(.has-background) .wp-block-navigation__container{background-color:#1e1e1e}.items-justified-left>ul{justify-content:flex-start}.items-justified-center>ul{justify-content:center}.items-justified-right>ul{justify-content:flex-end}.wp-block-navigation-link{display:flex;align-items:center;position:relative;margin:0}.wp-block-navigation-link .wp-block-navigation__container:empty{display:none}.wp-block-navigation__container{list-style:none;margin:0;padding-left:0;display:flex;flex-wrap:wrap}.is-vertical .wp-block-navigation__container{display:block}.has-child .wp-block-navigation__container{border:1px solid rgba(0,0,0,.15);background-color:inherit;color:inherit;position:absolute;left:0;top:100%;width:fit-content;z-index:1;opacity:0;transition:opacity .1s linear;visibility:hidden}.has-child .wp-block-navigation__container>.wp-block-navigation-link>.wp-block-navigation-link__content{flex-grow:1}.has-child .wp-block-navigation__container>.wp-block-navigation-link>.wp-block-navigation-link__submenu-icon{padding-right:8px}@media (min-width:782px){.has-child .wp-block-navigation__container{left:24px}.has-child .wp-block-navigation__container .wp-block-navigation__container{left:100%;top:-1px}.has-child .wp-block-navigation__container .wp-block-navigation__container:before{content:"";position:absolute;right:100%;height:100%;display:block;width:8px;background:transparent}.has-child .wp-block-navigation__container .wp-block-navigation-link__submenu-icon svg{transform:rotate(0)}}.has-child:hover{cursor:pointer}.has-child:hover>.wp-block-navigation__container{visibility:visible;opacity:1;display:flex;flex-direction:column}.has-child:focus-within{cursor:pointer}.has-child:focus-within>.wp-block-navigation__container{visibility:visible;opacity:1;display:flex;flex-direction:column}.wp-block-navigation-link__content{text-decoration:none;padding:8px 16px}.wp-block-navigation-link__content+.wp-block-navigation-link__content{padding-top:0}.has-text-color .wp-block-navigation-link__content{color:inherit}.wp-block-navigation-link__label{font-family:-apple-system,BlinkMacSystemFont,Segoe UI,Roboto,Oxygen-Sans,Ubuntu,Cantarell,Helvetica Neue,sans-serif;word-break:normal;overflow-wrap:break-word}.wp-block-navigation-link__submenu-icon{height:inherit;padding:6px 16px}.wp-block-navigation-link__submenu-icon svg{fill:currentColor}@media (min-width:782px){.wp-block-navigation-link__submenu-icon svg{transform:rotate(90deg)}}.is-small-text{font-size:14px}.is-regular-text{font-size:16px}.is-large-text{font-size:36px}.is-larger-text{font-size:48px}.has-drop-cap:not(:focus):first-letter{float:left;font-size:8.4em;line-height:.68;font-weight:100;margin:.05em .1em 0 0;text-transform:uppercase;font-style:normal}p.has-background{padding:20px 38px}p.has-text-color a{color:inherit}.wp-block-post-author{display:flex;flex-wrap:wrap;line-height:1.5}.wp-block-post-author__byline{width:100%;margin-top:0;margin-bottom:0;font-size:.5em}.wp-block-post-author__avatar{margin-right:16px}.wp-block-post-author__bio{margin-bottom:8px;font-size:.7em}.wp-block-post-author__content{flex-grow:1;flex-basis:0}.wp-block-post-author__name{font-weight:700;margin:0}.wp-block-pullquote{padding:3em 0;margin-left:0;margin-right:0;text-align:center}.wp-block-pullquote.alignleft,.wp-block-pullquote.alignright{max-width:290px}.wp-block-pullquote.alignleft p,.wp-block-pullquote.alignright p{font-size:20px}.wp-block-pullquote p{font-size:28px;line-height:1.6}.wp-block-pullquote cite,.wp-block-pullquote footer{position:relative}.wp-block-pullquote .has-text-color a{color:inherit}.wp-block-pullquote:not(.is-style-solid-color){background:none}.wp-block-pullquote.is-style-solid-color{border:none}.wp-block-pullquote.is-style-solid-color blockquote{margin-left:auto;margin-right:auto;text-align:left;max-width:60%}.wp-block-pullquote.is-style-solid-color blockquote p{margin-top:0;margin-bottom:0;font-size:32px}.wp-block-pullquote.is-style-solid-color blockquote cite{text-transform:none;font-style:normal}.wp-block-pullquote cite{color:inherit}.wp-block-quote.is-large,.wp-block-quote.is-style-large{margin:0 0 16px;padding:0 1em}.wp-block-quote.is-large p,.wp-block-quote.is-style-large p{font-size:24px;font-style:italic;line-height:1.6}.wp-block-quote.is-large cite,.wp-block-quote.is-large footer,.wp-block-quote.is-style-large cite,.wp-block-quote.is-style-large footer{font-size:18px;text-align:right}.wp-block-rss.alignleft{margin-right:2em}.wp-block-rss.alignright{margin-left:2em}.wp-block-rss.is-grid{display:flex;flex-wrap:wrap;padding:0;list-style:none}.wp-block-rss.is-grid li{margin:0 16px 16px 0;width:100%}@media (min-width:600px){.wp-block-rss.columns-2 li{width:calc(50% - 16px)}.wp-block-rss.columns-3 li{width:calc(33.33333% - 16px)}.wp-block-rss.columns-4 li{width:calc(25% - 16px)}.wp-block-rss.columns-5 li{width:calc(20% - 16px)}.wp-block-rss.columns-6 li{width:calc(16.66667% - 16px)}}.wp-block-rss__item-author,.wp-block-rss__item-publish-date{display:block;color:#6c7781;font-size:13px}.wp-block-search{display:flex;flex-wrap:wrap}.wp-block-search .wp-block-search__label{width:100%}.wp-block-search .wp-block-search__input{flex-grow:1;max-width:360px}.wp-block-search .wp-block-search__button{margin-left:10px}.wp-block-separator.is-style-wide{border-bottom-width:1px}.wp-block-separator.is-style-dots{background:none!important;border:none;text-align:center;max-width:none;line-height:1;height:auto}.wp-block-separator.is-style-dots:before{content:"\00b7 \00b7 \00b7";color:currentColor;font-size:20px;letter-spacing:2em;padding-left:2em;font-family:serif}.wp-block-social-links{display:flex;justify-content:flex-start;padding-left:0;padding-right:0;margin-left:0}.wp-block-social-links .wp-social-link a,.wp-block-social-links .wp-social-link a:hover{text-decoration:none;border-bottom:0;box-shadow:none}.wp-social-link{display:block;width:36px;height:36px;border-radius:36px;margin-right:8px;transition:transform .1s ease}@media (prefers-reduced-motion:reduce){.wp-social-link{transition-duration:0s}}.wp-social-link a{padding:6px;display:block;line-height:0;transition:transform .1s ease}.wp-social-link a,.wp-social-link a:active,.wp-social-link a:hover,.wp-social-link a:visited,.wp-social-link svg{color:currentColor;fill:currentColor}.wp-social-link:hover{transform:scale(1.1)}.wp-block-social-links.aligncenter{justify-content:center;display:flex}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link{background-color:#f0f0f0;color:#444}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-amazon{background-color:#f90;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-bandcamp{background-color:#1ea0c3;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-behance{background-color:#0757fe;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-codepen{background-color:#1e1f26;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-deviantart{background-color:#02e49b;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-dribbble{background-color:#e94c89;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-dropbox{background-color:#4280ff;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-etsy{background-color:#f45800;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-facebook{background-color:#1778f2;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-fivehundredpx{background-color:#000;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-flickr{background-color:#0461dd;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-foursquare{background-color:#e65678;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-github{background-color:#24292d;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-goodreads{background-color:#eceadd;color:#382110}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-google{background-color:#ea4434;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-instagram{background-color:#f00075;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-lastfm{background-color:#e21b24;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-linkedin{background-color:#0d66c2;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-mastodon{background-color:#3288d4;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-medium{background-color:#02ab6c;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-meetup{background-color:#f6405f;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-pinterest{background-color:#e60122;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-pocket{background-color:#ef4155;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-reddit{background-color:#fe4500;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-skype{background-color:#0478d7;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-snapchat{background-color:#fefc00;color:#fff;stroke:#000}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-soundcloud{background-color:#ff5600;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-spotify{background-color:#1bd760;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-tumblr{background-color:#011835;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-twitch{background-color:#6440a4;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-twitter{background-color:#1da1f2;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-vimeo{background-color:#1eb7ea;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-vk{background-color:#4680c2;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-wordpress{background-color:#3499cd;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-yelp{background-color:#d32422;color:#fff}.wp-block-social-links:not(.is-style-logos-only) .wp-social-link-youtube{background-color:red;color:#fff}.wp-block-social-links.is-style-logos-only .wp-social-link{background:none;padding:4px}.wp-block-social-links.is-style-logos-only .wp-social-link svg{width:28px;height:28px}.wp-block-social-links.is-style-logos-only .wp-social-link-amazon{color:#f90}.wp-block-social-links.is-style-logos-only .wp-social-link-bandcamp{color:#1ea0c3}.wp-block-social-links.is-style-logos-only .wp-social-link-behance{color:#0757fe}.wp-block-social-links.is-style-logos-only .wp-social-link-codepen{color:#1e1f26}.wp-block-social-links.is-style-logos-only .wp-social-link-deviantart{color:#02e49b}.wp-block-social-links.is-style-logos-only .wp-social-link-dribbble{color:#e94c89}.wp-block-social-links.is-style-logos-only .wp-social-link-dropbox{color:#4280ff}.wp-block-social-links.is-style-logos-only .wp-social-link-etsy{color:#f45800}.wp-block-social-links.is-style-logos-only .wp-social-link-facebook{color:#1778f2}.wp-block-social-links.is-style-logos-only .wp-social-link-fivehundredpx{color:#000}.wp-block-social-links.is-style-logos-only .wp-social-link-flickr{color:#0461dd}.wp-block-social-links.is-style-logos-only .wp-social-link-foursquare{color:#e65678}.wp-block-social-links.is-style-logos-only .wp-social-link-github{color:#24292d}.wp-block-social-links.is-style-logos-only .wp-social-link-goodreads{color:#382110}.wp-block-social-links.is-style-logos-only .wp-social-link-google{color:#ea4434}.wp-block-social-links.is-style-logos-only .wp-social-link-instagram{color:#f00075}.wp-block-social-links.is-style-logos-only .wp-social-link-lastfm{color:#e21b24}.wp-block-social-links.is-style-logos-only .wp-social-link-linkedin{color:#0d66c2}.wp-block-social-links.is-style-logos-only .wp-social-link-mastodon{color:#3288d4}.wp-block-social-links.is-style-logos-only .wp-social-link-medium{color:#02ab6c}.wp-block-social-links.is-style-logos-only .wp-social-link-meetup{color:#f6405f}.wp-block-social-links.is-style-logos-only .wp-social-link-pinterest{color:#e60122}.wp-block-social-links.is-style-logos-only .wp-social-link-pocket{color:#ef4155}.wp-block-social-links.is-style-logos-only .wp-social-link-reddit{color:#fe4500}.wp-block-social-links.is-style-logos-only .wp-social-link-skype{color:#0478d7}.wp-block-social-links.is-style-logos-only .wp-social-link-snapchat{color:#fff;stroke:#000}.wp-block-social-links.is-style-logos-only .wp-social-link-soundcloud{color:#ff5600}.wp-block-social-links.is-style-logos-only .wp-social-link-spotify{color:#1bd760}.wp-block-social-links.is-style-logos-only .wp-social-link-tumblr{color:#011835}.wp-block-social-links.is-style-logos-only .wp-social-link-twitch{color:#6440a4}.wp-block-social-links.is-style-logos-only .wp-social-link-twitter{color:#1da1f2}.wp-block-social-links.is-style-logos-only .wp-social-link-vimeo{color:#1eb7ea}.wp-block-social-links.is-style-logos-only .wp-social-link-vk{color:#4680c2}.wp-block-social-links.is-style-logos-only .wp-social-link-wordpress{color:#3499cd}.wp-block-social-links.is-style-logos-only .wp-social-link-yelp{background-color:#d32422;color:#fff}.wp-block-social-links.is-style-logos-only .wp-social-link-youtube{color:red}.wp-block-social-links.is-style-pill-shape .wp-social-link{width:auto}.wp-block-social-links.is-style-pill-shape .wp-social-link a{padding-left:16px;padding-right:16px}.wp-block-spacer{clear:both}p.wp-block-subhead{font-size:1.1em;font-style:italic;opacity:.75}.wp-block-table{overflow-x:auto}.wp-block-table table{width:100%}.wp-block-table .has-fixed-layout{table-layout:fixed;width:100%}.wp-block-table .has-fixed-layout td,.wp-block-table .has-fixed-layout th{word-break:break-word}.wp-block-table.aligncenter,.wp-block-table.alignleft,.wp-block-table.alignright{display:table;width:auto}.wp-block-table.aligncenter td,.wp-block-table.aligncenter th,.wp-block-table.alignleft td,.wp-block-table.alignleft th,.wp-block-table.alignright td,.wp-block-table.alignright th{word-break:break-word}.wp-block-table .has-subtle-light-gray-background-color{background-color:#f3f4f5}.wp-block-table .has-subtle-pale-green-background-color{background-color:#e9fbe5}.wp-block-table .has-subtle-pale-blue-background-color{background-color:#e7f5fe}.wp-block-table .has-subtle-pale-pink-background-color{background-color:#fcf0ef}.wp-block-table.is-style-stripes{border-spacing:0;border-collapse:inherit;background-color:transparent;border-bottom:1px solid #f0f0f0}.wp-block-table.is-style-stripes tbody tr:nth-child(odd){background-color:#f0f0f0}.wp-block-table.is-style-stripes.has-subtle-light-gray-background-color tbody tr:nth-child(odd){background-color:#f3f4f5}.wp-block-table.is-style-stripes.has-subtle-pale-green-background-color tbody tr:nth-child(odd){background-color:#e9fbe5}.wp-block-table.is-style-stripes.has-subtle-pale-blue-background-color tbody tr:nth-child(odd){background-color:#e7f5fe}.wp-block-table.is-style-stripes.has-subtle-pale-pink-background-color tbody tr:nth-child(odd){background-color:#fcf0ef}.wp-block-table.is-style-stripes td,.wp-block-table.is-style-stripes th{border-color:transparent}.wp-block-text-columns,.wp-block-text-columns.aligncenter{display:flex}.wp-block-text-columns .wp-block-column{margin:0 16px;padding:0}.wp-block-text-columns .wp-block-column:first-child{margin-left:0}.wp-block-text-columns .wp-block-column:last-child{margin-right:0}.wp-block-text-columns.columns-2 .wp-block-column{width:50%}.wp-block-text-columns.columns-3 .wp-block-column{width:33.33333%}.wp-block-text-columns.columns-4 .wp-block-column{width:25%}.wp-block-video{margin-left:0;margin-right:0}.wp-block-video video{max-width:100%}@supports ((position:-webkit-sticky) or (position:sticky)){.wp-block-video [poster]{object-fit:cover}}.wp-block-video.aligncenter{text-align:center}.wp-block-video figcaption{margin-top:.5em;margin-bottom:1em}:root .editor-styles-wrapper .has-pale-pink-background-color,:root .has-pale-pink-background-color{background-color:#f78da7}:root .editor-styles-wrapper .has-vivid-red-background-color,:root .has-vivid-red-background-color{background-color:#cf2e2e}:root .editor-styles-wrapper .has-luminous-vivid-orange-background-color,:root .has-luminous-vivid-orange-background-color{background-color:#ff6900}:root .editor-styles-wrapper .has-luminous-vivid-amber-background-color,:root .has-luminous-vivid-amber-background-color{background-color:#fcb900}:root .editor-styles-wrapper .has-light-green-cyan-background-color,:root .has-light-green-cyan-background-color{background-color:#7bdcb5}:root .editor-styles-wrapper .has-vivid-green-cyan-background-color,:root .has-vivid-green-cyan-background-color{background-color:#00d084}:root .editor-styles-wrapper .has-pale-cyan-blue-background-color,:root .has-pale-cyan-blue-background-color{background-color:#8ed1fc}:root .editor-styles-wrapper .has-vivid-cyan-blue-background-color,:root .has-vivid-cyan-blue-background-color{background-color:#0693e3}:root .editor-styles-wrapper .has-vivid-purple-background-color,:root .has-vivid-purple-background-color{background-color:#9b51e0}:root .editor-styles-wrapper .has-white-background-color,:root .has-white-background-color{background-color:#fff}:root .editor-styles-wrapper .has-very-light-gray-background-color,:root .has-very-light-gray-background-color{background-color:#eee}:root .editor-styles-wrapper .has-cyan-bluish-gray-background-color,:root .has-cyan-bluish-gray-background-color{background-color:#abb8c3}:root .editor-styles-wrapper .has-very-dark-gray-background-color,:root .has-very-dark-gray-background-color{background-color:#313131}:root .editor-styles-wrapper .has-black-background-color,:root .has-black-background-color{background-color:#000}:root .editor-styles-wrapper .has-pale-pink-color,:root .has-pale-pink-color{color:#f78da7}:root .editor-styles-wrapper .has-vivid-red-color,:root .has-vivid-red-color{color:#cf2e2e}:root .editor-styles-wrapper .has-luminous-vivid-orange-color,:root .has-luminous-vivid-orange-color{color:#ff6900}:root .editor-styles-wrapper .has-luminous-vivid-amber-color,:root .has-luminous-vivid-amber-color{color:#fcb900}:root .editor-styles-wrapper .has-light-green-cyan-color,:root .has-light-green-cyan-color{color:#7bdcb5}:root .editor-styles-wrapper .has-vivid-green-cyan-color,:root .has-vivid-green-cyan-color{color:#00d084}:root .editor-styles-wrapper .has-pale-cyan-blue-color,:root .has-pale-cyan-blue-color{color:#8ed1fc}:root .editor-styles-wrapper .has-vivid-cyan-blue-color,:root .has-vivid-cyan-blue-color{color:#0693e3}:root .editor-styles-wrapper .has-vivid-purple-color,:root .has-vivid-purple-color{color:#9b51e0}:root .editor-styles-wrapper .has-white-color,:root .has-white-color{color:#fff}:root .editor-styles-wrapper .has-very-light-gray-color,:root .has-very-light-gray-color{color:#eee}:root .editor-styles-wrapper .has-cyan-bluish-gray-color,:root .has-cyan-bluish-gray-color{color:#abb8c3}:root .editor-styles-wrapper .has-very-dark-gray-color,:root .has-very-dark-gray-color{color:#313131}:root .editor-styles-wrapper .has-black-color,:root .has-black-color{color:#000}:root .editor-styles-wrapper .has-vivid-cyan-blue-to-vivid-purple-gradient-background,:root .has-vivid-cyan-blue-to-vivid-purple-gradient-background{background:linear-gradient(135deg,#0693e3,#9b51e0)}:root .editor-styles-wrapper .has-vivid-green-cyan-to-vivid-cyan-blue-gradient-background,:root .has-vivid-green-cyan-to-vivid-cyan-blue-gradient-background{background:linear-gradient(135deg,#00d084,#0693e3)}:root .editor-styles-wrapper .has-light-green-cyan-to-vivid-green-cyan-gradient-background,:root .has-light-green-cyan-to-vivid-green-cyan-gradient-background{background:linear-gradient(135deg,#7adcb4,#00d082)}:root .editor-styles-wrapper .has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background,:root .has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background:linear-gradient(135deg,#fcb900,#ff6900)}:root .editor-styles-wrapper .has-luminous-vivid-orange-to-vivid-red-gradient-background,:root .has-luminous-vivid-orange-to-vivid-red-gradient-background{background:linear-gradient(135deg,#ff6900,#cf2e2e)}:root .editor-styles-wrapper .has-very-light-gray-to-cyan-bluish-gray-gradient-background,:root .has-very-light-gray-to-cyan-bluish-gray-gradient-background{background:linear-gradient(135deg,#eee,#a9b8c3)}:root .editor-styles-wrapper .has-cool-to-warm-spectrum-gradient-background,:root .has-cool-to-warm-spectrum-gradient-background{background:linear-gradient(135deg,#4aeadc,#9778d1 20%,#cf2aba 40%,#ee2c82 60%,#fb6962 80%,#fef84c)}:root .editor-styles-wrapper .has-blush-light-purple-gradient-background,:root .has-blush-light-purple-gradient-background{background:linear-gradient(135deg,#ffceec,#9896f0)}:root .editor-styles-wrapper .has-blush-bordeaux-gradient-background,:root .has-blush-bordeaux-gradient-background{background:linear-gradient(135deg,#fecda5,#fe2d2d 50%,#6b003e)}:root .editor-styles-wrapper .has-purple-crush-gradient-background,:root .has-purple-crush-gradient-background{background:linear-gradient(135deg,#34e2e4,#4721fb 50%,#ab1dfe)}:root .editor-styles-wrapper .has-luminous-dusk-gradient-background,:root .has-luminous-dusk-gradient-background{background:linear-gradient(135deg,#ffcb70,#c751c0 50%,#4158d0)}:root .editor-styles-wrapper .has-hazy-dawn-gradient-background,:root .has-hazy-dawn-gradient-background{background:linear-gradient(135deg,#faaca8,#dad0ec)}:root .editor-styles-wrapper .has-pale-ocean-gradient-background,:root .has-pale-ocean-gradient-background{background:linear-gradient(135deg,#fff5cb,#b6e3d4 50%,#33a7b5)}:root .editor-styles-wrapper .has-electric-grass-gradient-background,:root .has-electric-grass-gradient-background{background:linear-gradient(135deg,#caf880,#71ce7e)}:root .editor-styles-wrapper .has-subdued-olive-gradient-background,:root .has-subdued-olive-gradient-background{background:linear-gradient(135deg,#fafae1,#67a671)}:root .editor-styles-wrapper .has-atomic-cream-gradient-background,:root .has-atomic-cream-gradient-background{background:linear-gradient(135deg,#fdd79a,#004a59)}:root .editor-styles-wrapper .has-nightshade-gradient-background,:root .has-nightshade-gradient-background{background:linear-gradient(135deg,#330968,#31cdcf)}:root .editor-styles-wrapper .has-midnight-gradient-background,:root .has-midnight-gradient-background{background:linear-gradient(135deg,#020381,#2874fc)}:root .editor-styles-wrapper .has-link-color a,:root .has-link-color a{color:#00e;color:var(--wp--style--color--link,#00e)}.editor-styles-wrapper .has-small-font-size,.has-small-font-size{font-size:13px}.editor-styles-wrapper .has-normal-font-size,.editor-styles-wrapper .has-regular-font-size,.has-normal-font-size,.has-regular-font-size{font-size:16px}.editor-styles-wrapper .has-medium-font-size,.has-medium-font-size{font-size:20px}.editor-styles-wrapper .has-large-font-size,.has-large-font-size{font-size:36px}.editor-styles-wrapper .has-huge-font-size,.editor-styles-wrapper .has-larger-font-size,.has-huge-font-size,.has-larger-font-size{font-size:42px}.has-text-align-center{text-align:center}.has-text-align-left{text-align:left}.has-text-align-right{text-align:right}#end-resizable-editor-section{display:none}.aligncenter{clear:both}
:root{--wp-admin-theme-color:#007cba;--wp-admin-theme-color-darker-10:#006ba1;--wp-admin-theme-color-darker-20:#005a87}#start-resizable-editor-section{display:none}.wp-block-audio figcaption{color:#555d66;font-size:13px;text-align:center}.wp-block-code{font-family:Menlo,Consolas,monaco,monospace;font-size:15px;color:#1e1e1e;padding:.8em 1em;border:1px solid #ddd;border-radius:4px}.blocks-gallery-caption,.wp-block-embed figcaption,.wp-block-image figcaption{color:#555d66;font-size:13px;text-align:center}.wp-block-pullquote{border-top:4px solid #555d66;border-bottom:4px solid #555d66;margin-bottom:28px;color:#40464d}.wp-block-pullquote__citation,.wp-block-pullquote cite,.wp-block-pullquote footer{color:#40464d;text-transform:uppercase;font-size:13px;font-style:normal}.wp-block-navigation ul,.wp-block-navigation ul li{list-style:none}.wp-block-navigation-link.wp-block-navigation-link{margin:0}.wp-block-quote{border-left:4px solid #000;margin:0 0 28px;padding-left:1em}.wp-block-quote__citation,.wp-block-quote cite,.wp-block-quote footer{color:#6c7781;font-size:13px;margin-top:1em;position:relative;font-style:normal}.wp-block-quote.has-text-align-right{border-left:none;border-right:4px solid #000;padding-left:0;padding-right:1em}.wp-block-quote.has-text-align-center{border:none;padding-left:0}.wp-block-quote.is-large,.wp-block-quote.is-style-large{border:none}.wp-block-search .wp-block-search__label{font-weight:700}.wp-block-group.has-background{padding:20px 30px;margin-top:0;margin-bottom:0}.wp-block-separator{border:none;border-bottom:2px solid #8f98a1;margin-left:auto;margin-right:auto}.wp-block-separator:not(.is-style-wide):not(.is-style-dots){max-width:100px}.wp-block-separator.has-background:not(.is-style-dots){border-bottom:none;height:1px}.wp-block-separator.has-background:not(.is-style-wide):not(.is-style-dots){height:2px}.wp-block-table{border-collapse:collapse}.wp-block-table thead{border-bottom:3px solid}.wp-block-table tfoot{border-top:3px solid}.wp-block-table td,.wp-block-table th{padding:.5em;border:1px solid;word-break:normal}.wp-block-table figcaption,.wp-block-video figcaption{color:#555d66;font-size:13px;text-align:center}#end-resizable-editor-section{display:none}
.hidden,.js .hide-if-js,.no-js .hide-if-no-js{display:none}.screen-reader-text,.screen-reader-text span,.ui-helper-hidden-accessible{position:absolute;margin:-1px;padding:0;height:1px;width:1px;overflow:hidden;clip:rect(1px,1px,1px,1px);-webkit-clip-path:inset(50%);clip-path:inset(50%);border:0;word-wrap:normal!important}#bbpress-forums{background:0 0;clear:both;margin-bottom:20px;overflow:hidden;font-size:12px;line-height:18px}#bbpress-forums a,#bbpress-forums a:hover{box-shadow:none;border:none;transition:none}#bbpress-forums ul,#bbpress-forums.bbpress-wrapper ul{background:0 0;list-style:none;margin:0;padding:0}#bbpress-forums hr{margin:0 0 24px}#bbpress-forums div.even,#bbpress-forums ul.even{background-color:#fff}#bbpress-forums div.odd,#bbpress-forums ul.odd{background-color:#fbfbfb}body.reply-edit .reply{float:none}#bbpress-forums div.reply{height:auto;width:100%;box-sizing:border-box}#bbpress-forums div.bbp-forum-header,#bbpress-forums div.bbp-reply-header,#bbpress-forums div.bbp-topic-header{background-color:#f4f4f4}#bbpress-forums .status-spam.even,#bbpress-forums .status-trash.even{background-color:#fee}#bbpress-forums .status-spam.odd,#bbpress-forums .status-trash.odd{background-color:#fdd}#bbpress-forums .status-pending.even,#bbpress-forums .status-pending.odd,#bbpress-forums ul.status-pending a{background-color:#fef7f1}#bbpress-forums ul.status-closed,#bbpress-forums ul.status-closed a{color:#ccc}#bbpress-forums ul.bbp-threaded-replies{margin-left:50px}#bbpress-forums li{background:0 0;margin:0;list-style:none}#bbpress-forums ul.bbp-forums,#bbpress-forums ul.bbp-lead-topic,#bbpress-forums ul.bbp-replies,#bbpress-forums ul.bbp-search-results,#bbpress-forums ul.bbp-topics{font-size:12px;overflow:hidden;border:1px solid #eee;margin-bottom:20px;clear:both}#bbpress-forums li.bbp-body,#bbpress-forums li.bbp-footer,#bbpress-forums li.bbp-header{clear:both}#bbpress-forums li.bbp-footer,#bbpress-forums li.bbp-header{background:#f3f3f3;border-top:1px solid #eee;font-weight:700;padding:8px;text-align:center}#bbpress-forums li.bbp-header{background:#eaeaea}#bbpress-forums li.bbp-header ul{overflow:hidden}#bbpress-forums .bbp-forums-list{margin:0 0 0 7px;padding-left:12px;border-left:1px solid #ddd}#bbpress-forums .bbp-forums-list .bbp-forum{display:inline;font-size:11px}#bbpress-forums .bbp-forums-list .bbp-forum.css-sep:not(:last-child)::after{content:", "}#bbpress-forums li.bbp-footer p{margin:0;line-height:1}li.bbp-forum-info,li.bbp-topic-title{float:left;text-align:left;width:55%}li.bbp-forum-reply-count,li.bbp-forum-topic-count,li.bbp-topic-reply-count,li.bbp-topic-voice-count{float:left;text-align:center;width:10%}li.bbp-forum-freshness,li.bbp-topic-freshness{text-align:center;float:left;width:22%}#bbpress-forums li.bbp-body ul.forum,#bbpress-forums li.bbp-body ul.topic{border-top:1px solid #eee;overflow:hidden;padding:8px}#bbpress-forums #favorite-toggle,#bbpress-forums #subscription-toggle{float:right}#bbpress-forums div.bbp-forum-title h3,#bbpress-forums div.bbp-reply-title h3,#bbpress-forums div.bbp-topic-title h3{background:0 0;border:none;font-size:16px;line-height:1;margin:8px 0;padding:0;text-transform:none}#bbpress-forums div.bbp-forum-author,#bbpress-forums div.bbp-reply-author,#bbpress-forums div.bbp-topic-author{float:left;text-align:center;width:115px}#bbpress-forums div.bbp-forum-author img.avatar,#bbpress-forums div.bbp-reply-author img.avatar,#bbpress-forums div.bbp-topic-author img.avatar{border:none;max-width:80px;padding:0;margin:12px auto 0;float:none}#bbpress-forums div.bbp-forum-author .bbp-author-name,#bbpress-forums div.bbp-reply-author .bbp-author-name,#bbpress-forums div.bbp-topic-author .bbp-author-name{margin:0 12px;word-wrap:break-word;display:inline-block}#bbpress-forums div.bbp-reply-author .bbp-author-name,#bbpress-forums div.bbp-topic-author .bbp-author-name{clear:left;display:block}#bbpress-forums div.bbp-forum-author .bbp-author-role,#bbpress-forums div.bbp-reply-author .bbp-author-role,#bbpress-forums div.bbp-topic-author .bbp-author-role{font-size:11px;font-style:italic}#bbpress-forums li.bbp-footer .bbp-forum-author,#bbpress-forums li.bbp-footer .bbp-reply-author,#bbpress-forums li.bbp-footer .bbp-search-author,#bbpress-forums li.bbp-footer .bbp-topic-author,#bbpress-forums li.bbp-header .bbp-forum-author,#bbpress-forums li.bbp-header .bbp-reply-author,#bbpress-forums li.bbp-header .bbp-search-author,#bbpress-forums li.bbp-header .bbp-topic-author{float:left;margin:0;padding:0;width:120px}#bbpress-forums li.bbp-footer .bbp-forum-content,#bbpress-forums li.bbp-footer .bbp-reply-content,#bbpress-forums li.bbp-footer .bbp-search-content,#bbpress-forums li.bbp-footer .bbp-topic-content,#bbpress-forums li.bbp-header .bbp-forum-content,#bbpress-forums li.bbp-header .bbp-reply-content,#bbpress-forums li.bbp-header .bbp-search-content,#bbpress-forums li.bbp-header .bbp-topic-content{margin-left:140px;padding:0;text-align:left}div.bbp-forum-header,div.bbp-reply-header,div.bbp-topic-header,li.bbp-body div.hentry{margin:0;overflow:hidden;padding:8px}div.bbp-forum-header,div.bbp-reply-header,div.bbp-topic-header{border-top:1px solid #ddd;clear:both}span.bbp-author-ip{font-size:11px;font-weight:700;word-wrap:break-word;color:#747474}#bbpress-forums div.bbp-forum-content,#bbpress-forums div.bbp-reply-content,#bbpress-forums div.bbp-topic-content{margin-left:130px;padding:12px 12px 12px 0;text-align:left;position:relative}#bbpress-forums div.bbp-forum-content::after,#bbpress-forums div.bbp-reply-content::after,#bbpress-forums div.bbp-topic-content::after{clear:both;content:".";display:block;float:none;height:0;font-size:0;visibility:hidden}#bbpress-forums div.bbp-reply-content a,#bbpress-forums div.bbp-topic-content a{background:0 0;border:none;display:inline;font-weight:400;margin:0;padding:0;text-decoration:underline}#bbpress-forums div.bbp-reply-content a.bbp-user-mention,#bbpress-forums div.bbp-topic-content a.bbp-user-mention{background:0 0;border:none;text-decoration:none;text-shadow:none;display:inline;font-weight:600;margin:0;padding:0}#bbpress-forums div.bbp-reply-content h1,#bbpress-forums div.bbp-reply-content h2,#bbpress-forums div.bbp-reply-content h3,#bbpress-forums div.bbp-reply-content h4,#bbpress-forums div.bbp-reply-content h5,#bbpress-forums div.bbp-reply-content h6,#bbpress-forums div.bbp-topic-content h1,#bbpress-forums div.bbp-topic-content h2,#bbpress-forums div.bbp-topic-content h3,#bbpress-forums div.bbp-topic-content h4,#bbpress-forums div.bbp-topic-content h5,#bbpress-forums div.bbp-topic-content h6{clear:none;line-height:1;margin:24px 0;padding:0}#bbpress-forums div.bbp-reply-content img,#bbpress-forums div.bbp-topic-content img{max-width:100%;height:auto}#bbpress-forums div.bbp-reply-content ol,#bbpress-forums div.bbp-reply-content ul,#bbpress-forums div.bbp-topic-content ol,#bbpress-forums div.bbp-topic-content ul{margin:0 15px 15px;padding:0}#bbpress-forums div.bbp-reply-content ul li,#bbpress-forums div.bbp-topic-content ul li{list-style-type:disc}#bbpress-forums div.bbp-reply-content ol li,#bbpress-forums div.bbp-topic-content ol li{list-style-type:decimal}#bbpress-forums div.bbp-reply-content ol li li,#bbpress-forums div.bbp-topic-content ol li li{list-style-type:lower-alpha}#bbpress-forums div.bbp-reply-content ol li li li,#bbpress-forums div.bbp-topic-content ol li li li{list-style-type:upper-roman}#bbpress-forums div.bbp-reply-content code,#bbpress-forums div.bbp-reply-content pre,#bbpress-forums div.bbp-topic-content code,#bbpress-forums div.bbp-topic-content pre{font-family:Inconsolata,Consolas,Monaco,"Lucida Console",monospace;display:inline-block;background-color:#f9f9f9;border:1px solid #ddd;padding:0 5px;max-width:95%;vertical-align:middle;margin-top:-3px;overflow-x:auto}#bbpress-forums div.bbp-reply-content pre,#bbpress-forums div.bbp-topic-content pre{display:block;line-height:18px;margin:0 0 24px;padding:5px 10px;white-space:pre;overflow:auto}#bbpress-forums div.bbp-reply-content pre code,#bbpress-forums div.bbp-topic-content pre code{display:block;border:none;padding:0;margin:0;background-color:transparent;overflow-wrap:normal;overflow:auto;max-width:100%}#bbpress-forums div.bbp-reply-content iframe.wp-embedded-content,#bbpress-forums div.bbp-topic-content iframe.wp-embedded-content{position:relative}#bbpress-forums div.bbp-reply-to{margin-left:130px;padding:12px 12px 12px 0;text-align:right}#bbpress-forums div#bbp-cancel-reply-to{text-align:right}div.bbp-breadcrumb{float:left}div.bbp-breadcrumb,div.bbp-topic-tags{font-size:12px}#bbpress-forums div.bbp-breadcrumb p,#bbpress-forums div.bbp-topic-tags p{margin:0 0 10px 0}#bbpress-forums div.bbp-topic-tags{float:right;clear:both}#bbp-topic-hot-tags{clear:both}#bbpress-forums #bbp-search-form{clear:left}#bbpress-forums #bbp-search-form .hidden{height:0;width:0;overflow:hidden;position:absolute;background:0 0;left:-999em}#bbpress-forums #bbp-search-form #bbp_search{display:inline-block;width:auto}#bbpress-forums div.bbp-search-form{float:right}span.bbp-admin-links{float:right;color:#ddd}span.bbp-admin-links a{color:#707070;font-weight:400;font-size:10px;text-transform:uppercase;text-decoration:none}fieldset span.bbp-admin-links{float:left}tr td span.bbp-admin-links a:hover{color:#ff4b33}td.bbp-topic-admin-links,td.bbp-topic-counts{width:50%}.bbp-forum-header a.bbp-forum-permalink,.bbp-reply-header a.bbp-reply-permalink,.bbp-topic-header a.bbp-topic-permalink{float:right;margin-left:10px;color:#707070}.bbp-row-actions #favorite-toggle a{text-decoration:none;padding:0 3px 1px;color:#7c7;border:1px solid #aca;background-color:#dfd;font-weight:700;font-size:12px}.bbp-row-actions #favorite-toggle a:hover{color:#5a5;border-color:#7c7;background-color:#beb}.bbp-row-actions #favorite-toggle span.is-favorite a{color:#faa;border:1px solid #faa;background-color:#fee}.bbp-row-actions #favorite-toggle span.is-favorite a:hover{color:#c88;border-color:#c88;background-color:#fdd}.bbp-row-actions #subscription-toggle a{text-decoration:none;padding:0 3px 1px;color:#7c7;border:1px solid #aca;background-color:#dfd;font-weight:700;font-size:12px}.bbp-row-actions #subscription-toggle a:hover{color:#5a5;border-color:#7c7;background-color:#beb}.bbp-row-actions #subscription-toggle span.is-subscribed a{color:#faa;border:1px solid #faa;background-color:#fee}.bbp-row-actions #subscription-toggle span.is-subscribed a:hover{color:#c88;border-color:#c88;background-color:#fdd}#bbpress-forums .bbp-forum-info .bbp-forum-content,#bbpress-forums p.bbp-topic-meta{font-size:11px;margin:5px 0;padding:0;word-wrap:break-word}#bbpress-forums p.bbp-topic-meta span{white-space:nowrap}.bbp-pagination-count{float:left;border:1px solid transparent}.bbp-pagination-links{float:right;list-style:none;display:inline}.bbp-pagination{float:left;width:100%;margin-bottom:15px}#bbpress-forums .bbp-pagination-links a,#bbpress-forums .bbp-pagination-links span.current{display:block;float:left;font-size:12px;line-height:18px;padding:0 5px;margin-left:5px;border:1px solid #efefef;border-radius:0;background:0 0;color:inherit;text-decoration:none}#bbpress-forums .bbp-pagination-links span.dots{display:block;float:left;padding:1px 4px;margin-left:5px}#bbpress-forums .bbp-topic-pagination{display:inline-block;margin-left:5px;margin-bottom:2px}#bbpress-forums .bbp-topic-pagination a{font-size:10px;font-weight:400;line-height:10px;margin:0;padding:1px 3px;border:1px solid #ddd;color:inherit;background:0 0;display:inline;text-decoration:none}#bbpress-forums .bbp-pagination-links a:hover,#bbpress-forums .bbp-pagination-links span.current,#bbpress-forums .bbp-topic-pagination a:hover{background:#eee;opacity:.8;border:1px solid #ddd}#bbpress-forums fieldset.bbp-form{clear:left;border:1px solid #eee;padding:10px 20px;margin-bottom:10px}#bbpress-forums fieldset.bbp-form legend{padding:5px;width:auto;border:none}#bbpress-forums fieldset.bbp-form label{margin:0;display:inline-block}#bbp-edit-topic-tag.bbp-form fieldset.bbp-form label,#bbp-login fieldset label,#bbp-lost-pass fieldset label,#bbp-register fieldset label{width:100px}#bbpress-forums fieldset.bbp-form p{padding:0}#bbpress-forums fieldset.bbp-form input,#bbpress-forums fieldset.bbp-form p,#bbpress-forums fieldset.bbp-form select,#bbpress-forums fieldset.bbp-form textarea{margin:0 0 8px}#bbpress-forums fieldset.bbp-form input[type=password],#bbpress-forums fieldset.bbp-form input[type=text],#bbpress-forums fieldset.bbp-form select{min-height:28px;height:28px;padding:5px}textarea#bbp_forum_content,textarea#bbp_reply_content,textarea#bbp_topic_content{width:97%;box-sizing:border-box}textarea#bbp_forum_content{height:210px}#bbpress-forums fieldset.bbp-forum-form-attributes{width:200px;float:right;clear:none;margin-left:25px}#bbpress-forums fieldset select#bbp_forum_id{max-width:200px}.bbp-reply-form,.bbp-topic-form,.bbp-topic-tag-form{clear:left}body.reply-edit .bbp-reply-form div.avatar img,body.single-forum .bbp-topic-form div.avatar img,body.single-reply .bbp-reply-form div.avatar img,body.topic-edit .bbp-topic-form div.avatar img{margin-right:0;padding:10px;border:1px solid #ddd;line-height:0;background-color:#efefef}body.page .bbp-reply-form code,body.page .bbp-topic-form code,body.reply-edit .bbp-reply-form code,body.single-forum .bbp-topic-form code,body.single-topic .bbp-reply-form code,body.topic-edit .bbp-topic-form code{font-size:10px;background-color:#f0fff8;border:1px solid #ceefe1;display:block;padding:8px;margin-top:5px;width:369px}#delete_tag,#merge_tag{display:inline}div.bbp-submit-wrapper{margin-top:15px;float:right;clear:both}p.form-allowed-tags{max-width:100%}#bbpress-forums div.bbp-the-content-wrapper{margin-bottom:10px}#bbpress-forums div.bbp-the-content-wrapper textarea.bbp-the-content{width:100%;margin:0;font-size:12px}#bbpress-forums div.bbp-the-content-wrapper table,#bbpress-forums div.bbp-the-content-wrapper tbody,#bbpress-forums div.bbp-the-content-wrapper td,#bbpress-forums div.bbp-the-content-wrapper tr{border:none;padding:0;margin:0;width:auto;line-height:1}#bbpress-forums div.bbp-the-content-wrapper input[type=button]{padding:4px 7px;margin:0 -1px 0 0;line-height:0;border:1px solid transparent;background-color:transparent;box-shadow:none;text-shadow:none;text-transform:uppercase;font-size:11px;font-weight:400;border-radius:3px;min-width:25px;color:#555}#bbpress-forums div.bbp-the-content-wrapper input[type=button]:hover{border-color:rgba(0,0,0,.1);background-color:rgba(255,255,255,.5)}#bbpress-forums div.bbp-the-content-wrapper div.quicktags-toolbar{padding:5px;min-height:26px}#bbpress-forums div.bbp-the-content-wrapper td.mceToolbar{padding:4px 4px 8px}#bbpress-forums div.wp-editor-container{margin:0;padding:0;line-height:0}#bbpress-forums div.bbp-the-content-wrapper td.mceStatusbar{line-height:16px}#bbpress-forums .bbp-replies .bbp-reply-form{margin:0 10px 0 10px}#bbpress-forums #bbp-your-profile fieldset{padding:20px 20px 0}#bbpress-forums #bbp-your-profile fieldset div{margin-bottom:20px;float:left;width:100%;clear:left}#bbpress-forums #bbp-your-profile fieldset select{margin-bottom:0;width:60%;background-color:#f9f9f9;border:1px solid #ddd}#bbpress-forums #bbp-your-profile fieldset input,#bbpress-forums #bbp-your-profile fieldset textarea{margin-bottom:0;width:60%;background-color:#f9f9f9;border:1px solid #ddd;box-shadow:none;border-radius:0}#bbpress-forums #bbp-your-profile fieldset input:focus,#bbpress-forums #bbp-your-profile fieldset textarea:focus{border:1px solid #ccc;box-shadow:inset 1px 1px 1px rgba(0,0,0,.1);outline-color:rgba(240,255,240,.1)}#bbpress-forums #bbp-your-profile fieldset.bbp-form input.checkbox{width:auto}#bbpress-forums #bbp-your-profile fieldset legend{display:none}#bbpress-forums #bbp-your-profile fieldset label[for]{float:left;width:20%;padding:5px 20px 5px 0;text-align:right;cursor:pointer}#bbpress-forums #bbp-your-profile fieldset dl label[for]{text-align:left;width:60%}#bbpress-forums #bbp-your-profile fieldset p.description{margin:5px 0 0 20%;font-size:12px;font-style:italic;float:left;clear:left;width:60%;padding:5px 8px;border:#cee1ef 1px solid;background-color:#f0f8ff}#bbpress-forums #bbp-your-profile fieldset fieldset{margin:0;border:none;padding:0;clear:none;float:none}#bbpress-forums #bbp-your-profile fieldset fieldset.capabilities dl{margin:0}#bbpress-forums #bbp-your-profile fieldset.submit button{float:right}#bbpress-forums #bbp-your-profile fieldset fieldset.password{width:60%;margin-left:20%;margin-top:10px}#bbpress-forums #bbp-your-profile fieldset fieldset.password .password-button-wrapper,#bbpress-forums #bbp-your-profile fieldset fieldset.password .password-input-wrapper{width:100%;margin:0;display:inline-block}#bbpress-forums #bbp-your-profile fieldset fieldset.password .password-button-wrapper button{width:46%;margin:4% 2%;box-sizing:border-box;display:inline-block}#bbpress-forums #bbp-your-profile fieldset fieldset.password input,#bbpress-forums #bbp-your-profile fieldset fieldset.passwword textarea{width:100%}#bbpress-forums #bbp-your-profile fieldset fieldset.password button .dashicons{display:none}#bbpress-forums #bbp-your-profile fieldset fieldset.password span.description{margin-left:0;margin-bottom:20px}#bbpress-forums #password #pass-strength-result{background-color:#eee;border:1px solid #ddd;color:#23282d;margin:0;padding:8px;text-align:center;box-sizing:border-box;display:inline-block}#bbpress-forums #password #pass-strength-result.short{background-color:#f1adad;border-color:#e35b5b;opacity:1}#bbpress-forums #password #pass-strength-result.bad{background-color:#fbc5a9;border-color:#f78b53;opacity:1}#bbpress-forums #password #pass-strength-result.good{background-color:#ffe399;border-color:#ffc733;opacity:1}#bbpress-forums #password #pass-strength-result.strong{background-color:#c1e1b9;border-color:#83c373;opacity:1}#bbpress-forums #password #pass1-text.short,#bbpress-forums #password #pass1.short{border-color:#e35b5b}#bbpress-forums #password #pass1-text.bad,#bbpress-forums #password #pass1.bad{border-color:#f78b53}#bbpress-forums #password #pass1-text.good,#bbpress-forums #password #pass1.good{border-color:#ffc733}#bbpress-forums #password #pass1-text.strong,#bbpress-forums #password #pass1.strong{border-color:#83c373}#bbpress-forums .indicator-hint{padding-top:8px}#bbpress-forums #pass1-text,#bbpress-forums .pw-weak,#bbpress-forums .show-password #pass1{display:none}#bbpress-forums .show-password #pass1-text{display:inline-block}div.bbp-template-notice,div.indicator-hint{border-width:1px;border-style:solid;padding:0 .6em;margin:5px 0 15px;border-radius:3px;background-color:#ffffe0;border-color:#e6db55;color:#000;clear:both}div.bbp-template-notice a{color:#555;text-decoration:none}div.bbp-template-notice a:hover{color:#000}div.bbp-template-notice.info{border:#cee1ef 1px solid;background-color:#f0f8ff}div.bbp-template-notice.important{border:#e6db55 1px solid;background-color:#fffbcc}div.bbp-template-notice.error,div.bbp-template-notice.warning{background-color:#ffebe8;border-color:#c00}div.bbp-template-notice.error a,div.bbp-template-notice.warning a{color:#c00}div.bbp-template-notice li,div.bbp-template-notice p{margin:.5em 0 6px!important;padding:2px;font-size:12px;line-height:1.4}#bbpress-forums div.bbp-template-notice code{font-size:11px;padding:2px 4px;background:rgba(200,200,200,.3);border-radius:3px}.bbp-forum-content ul.sticky,.bbp-topics ul.sticky,.bbp-topics ul.super-sticky,.bbp-topics-front ul.super-sticky{background-color:#ffffe0!important;font-size:1.1em}#bbpress-forums .bbp-reply-content ul.bbp-reply-revision-log,#bbpress-forums .bbp-reply-content ul.bbp-topic-revision-log,#bbpress-forums .bbp-topic-content ul.bbp-topic-revision-log{border-top:1px dotted #ddd;width:100%;margin:0;padding:8px 0 0;font-size:11px;color:#aaa}#bbpress-forums .bbp-reply-content ul.bbp-reply-revision-log li,#bbpress-forums .bbp-reply-content ul.bbp-topic-revision-log li,#bbpress-forums .bbp-topic-content ul.bbp-topic-revision-log li{list-style-type:none}#bbpress-forums .bbp-reply-content ul.bbp-reply-revision-log a,#bbpress-forums .bbp-reply-content ul.bbp-topic-revision-log a,#bbpress-forums .bbp-topic-content ul.bbp-topic-revision-log a{text-decoration:none}.bbp-login-form fieldset legend{display:none}.bbp-login-form .bbp-email input,.bbp-login-form .bbp-password input,.bbp-login-form .bbp-username input{padding:5px}.bbp-login-form label{width:140px;display:inline-block}#sidebar .bbp-login-form label{width:70px}.bbp-login-form .bbp-email,.bbp-login-form .bbp-password,.bbp-login-form .bbp-remember-me,.bbp-login-form .bbp-submit-wrapper,.bbp-login-form .bbp-username{margin-top:10px}.bbp-login-form .bbp-submit-wrapper{text-align:right}.bbp-login-form .bbp-login-links a{float:left;clear:left}.bbp-logged-in img.avatar{float:left;margin:0 15px 0 0}.bbp-logged-in h4{font-weight:700;font-size:1.3em;clear:none;margin-bottom:10px}#bbpress-forums img.avatar{box-shadow:none;display:inline-block;margin-right:4px}#bbpress-forums .widget_display_replies img.avatar,#bbpress-forums .widget_display_topics img.avatar,#bbpress-forums div.bbp-template-notice img.avatar,#bbpress-forums p.bbp-topic-meta img.avatar,#bbpress-forums ul.bbp-reply-revision-log img.avatar,#bbpress-forums ul.bbp-topic-revision-log img.avatar{float:none;vertical-align:middle;border:3px double #ddd;max-height:20px;max-width:20px}fieldset div.avatar{float:right}.activity-list li.bbp_reply_create .activity-content .activity-inner,.activity-list li.bbp_topic_create .activity-content .activity-inner{border-left:2px solid #eaeaea;margin-left:5px;padding-left:10px}#bbpress-forums h1{clear:none;font-size:1.8em;line-height:1;padding-bottom:10px}#bbpress-forums #bbp-user-wrapper{float:left;width:100%}#bbpress-forums .bbp-user-section{overflow:auto;clear:right}#bbpress-forums #bbp-user-wrapper h2.entry-title{font-size:1.4em;margin:0;padding-bottom:10px;padding-top:0;clear:none}#bbpress-forums #bbp-user-wrapper fieldset.bbp-form,#bbpress-forums #bbp-user-wrapper ul.bbp-forums,#bbpress-forums #bbp-user-wrapper ul.bbp-lead-topic,#bbpress-forums #bbp-user-wrapper ul.bbp-replies,#bbpress-forums #bbp-user-wrapper ul.bbp-topics{clear:none}#bbpress-forums #bbp-single-user-details{margin:0;width:150px;float:left;overflow:hidden}#bbpress-forums #bbp-single-user-details #bbp-user-avatar{margin:0;width:150px}#bbpress-forums #bbp-single-user-details #bbp-user-avatar img.avatar{border:none;height:150px;padding:0;margin:0 0 20px;width:150px}#bbpress-forums #bbp-single-user-details #bbp-user-description{float:none;margin-left:180px}#bbpress-forums #bbp-single-user-details #bbp-user-navigation{float:none;margin:0}#bbpress-forums #bbp-single-user-details #bbp-user-navigation li{margin:0}#bbpress-forums #bbp-single-user-details #bbp-user-navigation a{padding:5px 8px;display:block;border:1px solid transparent;text-decoration:none}#bbpress-forums #bbp-single-user-details #bbp-user-navigation li.current a{background:#eee;opacity:.8}#bbpress-forums #bbp-user-body{margin-left:180px}body.my-account #bbpress-forums{border-top:none;padding-top:0;margin-bottom:0}#bbpress-forums dl.bbp-user-capabilities{display:inline-block;vertical-align:top}#bbpress-forums dl.bbp-user-capabilities dt{margin:0 0 10px;text-transform:capitalize}#bbpress-forums dl.bbp-user-capabilities dd{margin:0;padding:0}.bbp-alert-outer{height:100%;width:100%;top:0;left:0;position:fixed;background-color:rgba(0,0,0,.2);z-index:99999}.bbp-alert-inner{width:350px;text-align:center;background:#fff;position:fixed;top:50%;left:50%;margin-top:-75px;margin-left:-185px;border-radius:3px;border:1px solid #aaa;padding:15px 10px 10px}.bbp-alert-outer .bbp-alert-inner p{margin:10px 0}.bbp-alert-actions a{padding:5px 20px;text-decoration:none}@media only screen and (max-width:480px){#bbpress-forums div.bbp-topic-tags{clear:both;float:none}div.bbp-search-form button,div.bbp-search-form input{font-size:11px;padding:2px}li.bbp-forum-info,li.bbp-topic-title{width:45%}li.bbp-forum-reply-count,li.bbp-forum-topic-count,li.bbp-topic-reply-count,li.bbp-topic-voice-count{width:15%}span.bbp-reply-post-date,span.bbp-topic-post-date{float:left}span.bbp-admin-links{float:none;clear:both}#bbpress-forums .bbp-forums-list li,#bbpress-forums .bbp-forums-list span{display:block;font-size:11px}#bbpress-forums .bbp-body div.bbp-reply-author,#bbpress-forums .bbp-body div.bbp-topic-author{float:none;margin:10px;min-height:80px;padding-left:80px;position:relative;text-align:left;width:calc(100% - 100px);border-bottom:1px solid #efefef;box-sizing:content-box}#bbpress-forums div.bbp-reply-author .bbp-author-name,#bbpress-forums div.bbp-topic-author .bbp-author-name{clear:none;display:inline-block;margin-left:0;word-wrap:break-word}#bbpress-forums div.bbp-reply-author img.avatar,#bbpress-forums div.bbp-topic-author img.avatar{position:absolute;top:0;left:0;width:60px;height:auto;margin-top:0}#bbpress-forums div.bbp-reply-author .bbp-author-role,#bbpress-forums div.bbp-topic-author .bbp-author-role{font-size:12px;font-style:normal}#bbpress-forums .bbp-body div.bbp-reply-content,#bbpress-forums .bbp-body div.bbp-topic-content{clear:both;margin:0 10px 5px 10px;padding:0}#bbpress-forums div.bbp-reply-content p,#bbpress-forums div.bbp-topic-content p{margin-bottom:1em}#bbpress-forums div.bbp-reply-content p:last-child,#bbpress-forums div.bbp-topic-content p:last-child{margin-bottom:0}div.bbp-submit-wrapper{float:left}#bbpress-forums fieldset.bbp-form{padding:0 10px 10px}#bbpress-forums #bbp-user-body{clear:both;margin-left:0;word-wrap:break-word}#bbpress-forums div.bbp-forum-title h3,#bbpress-forums div.bbp-reply-title h3,#bbpress-forums div.bbp-topic-title h3{font-size:14px}}@media only screen and (max-width:320px){#bbpress-forums div.bbp-search-form{margin-bottom:10px}#bbpress-forums li.bbp-body li.bbp-forum-info,#bbpress-forums li.bbp-body li.bbp-topic-title,#bbpress-forums li.bbp-header li.bbp-forum-info,#bbpress-forums li.bbp-header li.bbp-topic-title{width:100%}#bbpress-forums li.bbp-header li.bbp-forum-info,#bbpress-forums li.bbp-header li.bbp-topic-title{text-align:center;text-transform:uppercase}#bbpress-forums li.bbp-body li.bbp-forum-reply-count,#bbpress-forums li.bbp-body li.bbp-forum-topic-count,#bbpress-forums li.bbp-body li.bbp-topic-reply-count,#bbpress-forums li.bbp-body li.bbp-topic-voice-count,#bbpress-forums li.bbp-header li.bbp-forum-reply-count,#bbpress-forums li.bbp-header li.bbp-forum-topic-count,#bbpress-forums li.bbp-header li.bbp-topic-reply-count,#bbpress-forums li.bbp-header li.bbp-topic-voice-count{width:20%}#bbpress-forums li.bbp-body li.bbp-forum-freshness,#bbpress-forums li.bbp-body li.bbp-topic-freshness,#bbpress-forums li.bbp-header li.bbp-forum-freshness,#bbpress-forums li.bbp-header li.bbp-topic-freshness{width:58%}#bbpress-forums li.bbp-body li.bbp-forum-freshness,#bbpress-forums li.bbp-body li.bbp-forum-reply-count,#bbpress-forums li.bbp-body li.bbp-forum-topic-count,#bbpress-forums li.bbp-body li.bbp-topic-freshness,#bbpress-forums li.bbp-body li.bbp-topic-reply-count,#bbpress-forums li.bbp-body li.bbp-topic-voice-count{margin-top:7px}#bbpress-forums li.bbp-footer,#bbpress-forums li.bbp-header{font-size:10px}#bbpress-forums li.bbp-header div.bbp-reply-author,#bbpress-forums li.bbp-header div.bbp-search-author,#bbpress-forums li.bbp-header div.bbp-topic-author{text-align:left;width:25%}#bbpress-forums li.bbp-header div.bbp-reply-content,#bbpress-forums li.bbp-header div.bbp-search-content,#bbpress-forums li.bbp-header div.bbp-topic-content{margin-left:25%}#bbpress-forums div.bbp-template-notice img.avatar,#bbpress-forums p.bbp-topic-meta img.avatar{width:14px;height:auto;max-height:14px;max-width:14px}#bbpress-forums div.bbp-the-content-wrapper td.mceToolbar{padding:1px}#bbpress-forums div.bbp-the-content-wrapper td.mceToolbar td{width:20px;height:20px}#bbpress-forums div.wp-editor-container{width:100%;overflow:auto}#bbpress-forums input#bbp_topic_tags,#bbpress-forums input#bbp_topic_title{width:95%}#bbpress-forums div.bbp-forum-title h3,#bbpress-forums div.bbp-reply-title h3,#bbpress-forums div.bbp-topic-title h3{font-size:14px}}@media only screen and (max-width:240px){#bbpress-forums li.bbp-body li.bbp-forum-reply-count,#bbpress-forums li.bbp-body li.bbp-forum-topic-count,#bbpress-forums li.bbp-body li.bbp-topic-reply-count,#bbpress-forums li.bbp-body li.bbp-topic-voice-count,#bbpress-forums li.bbp-footer div.bbp-reply-author,#bbpress-forums li.bbp-footer div.bbp-search-author,#bbpress-forums li.bbp-footer div.bbp-topic-author,#bbpress-forums li.bbp-header li.bbp-forum-reply-count,#bbpress-forums li.bbp-header li.bbp-forum-topic-count,#bbpress-forums li.bbp-header li.bbp-topic-reply-count,#bbpress-forums li.bbp-header li.bbp-topic-voice-count{width:45%}#bbpress-forums li.bbp-body li.bbp-forum-freshness,#bbpress-forums li.bbp-body li.bbp-topic-freshness,#bbpress-forums li.bbp-header li.bbp-forum-freshness,#bbpress-forums li.bbp-header li.bbp-topic-freshness{clear:both;width:100%}#bbpress-forums li.bbp-header li.bbp-forum-freshness,#bbpress-forums li.bbp-header li.bbp-topic-freshness{text-align:center}#bbpress-forums li.bbp-body li.bbp-topic-freshness,#bbpress-forums li.bbp-header div.bbp-reply-author,#bbpress-forums li.bbp-header div.bbp-reply-content,#bbpress-forums li.bbp-header div.bbp-search-author,#bbpress-forums li.bbp-header div.bbp-search-content,#bbpress-forums li.bbp-header div.bbp-topic-author,#bbpress-forums li.bbp-header div.bbp-topic-content{margin-left:0;text-align:left}#bbpress-forums li.bbp-body li.bbp-topic-freshness p.bbp-topic-meta{display:inline-block}#bbpress-forums li.bbp-header{overflow:hidden}#bbpress-forums li.bbp-footer div.bbp-reply-content,#bbpress-forums li.bbp-footer div.bbp-search-content,#bbpress-forums li.bbp-footer div.bbp-topic-content{display:inline-block;margin-left:0}#bbpress-forums li.bbp-body div.bbp-reply-author,#bbpress-forums li.bbp-body div.bbp-topic-author{min-height:60px;padding-left:60px}#bbpress-forums div.bbp-reply-author img.avatar,#bbpress-forums div.bbp-topic-author img.avatar{width:40px;height:auto}#bbpress-forums div.bbp-forum-title h3,#bbpress-forums div.bbp-reply-title h3,#bbpress-forums div.bbp-topic-title h3{font-size:12px}}
/*!
* Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
* License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
*/@font-face{font-family:'FontAwesome';src:url(//www.programmingr.com/wp-content/themes/zakra/assets/lib/font-awesome/css/../fonts/fontawesome-webfont.eot?v=4.7.0);src:url(//www.programmingr.com/wp-content/themes/zakra/assets/lib/font-awesome/css/../fonts/fontawesome-webfont.eot?#iefix&v=4.7.0) format('embedded-opentype'),url(//www.programmingr.com/wp-content/themes/zakra/assets/lib/font-awesome/css/../fonts/fontawesome-webfont.woff2?v=4.7.0) format('woff2'),url(//www.programmingr.com/wp-content/themes/zakra/assets/lib/font-awesome/css/../fonts/fontawesome-webfont.woff?v=4.7.0) format('woff'),url(//www.programmingr.com/wp-content/themes/zakra/assets/lib/font-awesome/css/../fonts/fontawesome-webfont.ttf?v=4.7.0) format('truetype'),url(//www.programmingr.com/wp-content/themes/zakra/assets/lib/font-awesome/css/../fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular) format('svg');font-weight:normal;font-style:normal}.fa{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}.fa-lg{font-size:1.33333333em;line-height:.75em;vertical-align:-15%}.fa-2x{font-size:2em}.fa-3x{font-size:3em}.fa-4x{font-size:4em}.fa-5x{font-size:5em}.fa-fw{width:1.28571429em;text-align:center}.fa-ul{padding-left:0;margin-left:2.14285714em;list-style-type:none}.fa-ul>li{position:relative}.fa-li{position:absolute;left:-2.14285714em;width:2.14285714em;top:.14285714em;text-align:center}.fa-li.fa-lg{left:-1.85714286em}.fa-border{padding:.2em .25em .15em;border:solid .08em #eee;border-radius:.1em}.fa-pull-left{float:left}.fa-pull-right{float:right}.fa.fa-pull-left{margin-right:.3em}.fa.fa-pull-right{margin-left:.3em}.pull-right{float:right}.pull-left{float:left}.fa.pull-left{margin-right:.3em}.fa.pull-right{margin-left:.3em}.fa-spin{-webkit-animation:fa-spin 2s infinite linear;animation:fa-spin 2s infinite linear}.fa-pulse{-webkit-animation:fa-spin 1s infinite steps(8);animation:fa-spin 1s infinite steps(8)}@-webkit-keyframes fa-spin{0%{-webkit-transform:rotate(0deg);transform:rotate(0deg)}100%{-webkit-transform:rotate(359deg);transform:rotate(359deg)}}@keyframes fa-spin{0%{-webkit-transform:rotate(0deg);transform:rotate(0deg)}100%{-webkit-transform:rotate(359deg);transform:rotate(359deg)}}.fa-rotate-90{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";-webkit-transform:rotate(90deg);-ms-transform:rotate(90deg);transform:rotate(90deg)}.fa-rotate-180{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";-webkit-transform:rotate(180deg);-ms-transform:rotate(180deg);transform:rotate(180deg)}.fa-rotate-270{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";-webkit-transform:rotate(270deg);-ms-transform:rotate(270deg);transform:rotate(270deg)}.fa-flip-horizontal{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";-webkit-transform:scale(-1, 1);-ms-transform:scale(-1, 1);transform:scale(-1, 1)}.fa-flip-vertical{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";-webkit-transform:scale(1, -1);-ms-transform:scale(1, -1);transform:scale(1, -1)}:root .fa-rotate-90,:root .fa-rotate-180,:root .fa-rotate-270,:root .fa-flip-horizontal,:root .fa-flip-vertical{filter:none}.fa-stack{position:relative;display:inline-block;width:2em;height:2em;line-height:2em;vertical-align:middle}.fa-stack-1x,.fa-stack-2x{position:absolute;left:0;width:100%;text-align:center}.fa-stack-1x{line-height:inherit}.fa-stack-2x{font-size:2em}.fa-inverse{color:#fff}.fa-glass:before{content:"\f000"}.fa-music:before{content:"\f001"}.fa-search:before{content:"\f002"}.fa-envelope-o:before{content:"\f003"}.fa-heart:before{content:"\f004"}.fa-star:before{content:"\f005"}.fa-star-o:before{content:"\f006"}.fa-user:before{content:"\f007"}.fa-film:before{content:"\f008"}.fa-th-large:before{content:"\f009"}.fa-th:before{content:"\f00a"}.fa-th-list:before{content:"\f00b"}.fa-check:before{content:"\f00c"}.fa-remove:before,.fa-close:before,.fa-times:before{content:"\f00d"}.fa-search-plus:before{content:"\f00e"}.fa-search-minus:before{content:"\f010"}.fa-power-off:before{content:"\f011"}.fa-signal:before{content:"\f012"}.fa-gear:before,.fa-cog:before{content:"\f013"}.fa-trash-o:before{content:"\f014"}.fa-home:before{content:"\f015"}.fa-file-o:before{content:"\f016"}.fa-clock-o:before{content:"\f017"}.fa-road:before{content:"\f018"}.fa-download:before{content:"\f019"}.fa-arrow-circle-o-down:before{content:"\f01a"}.fa-arrow-circle-o-up:before{content:"\f01b"}.fa-inbox:before{content:"\f01c"}.fa-play-circle-o:before{content:"\f01d"}.fa-rotate-right:before,.fa-repeat:before{content:"\f01e"}.fa-refresh:before{content:"\f021"}.fa-list-alt:before{content:"\f022"}.fa-lock:before{content:"\f023"}.fa-flag:before{content:"\f024"}.fa-headphones:before{content:"\f025"}.fa-volume-off:before{content:"\f026"}.fa-volume-down:before{content:"\f027"}.fa-volume-up:before{content:"\f028"}.fa-qrcode:before{content:"\f029"}.fa-barcode:before{content:"\f02a"}.fa-tag:before{content:"\f02b"}.fa-tags:before{content:"\f02c"}.fa-book:before{content:"\f02d"}.fa-bookmark:before{content:"\f02e"}.fa-print:before{content:"\f02f"}.fa-camera:before{content:"\f030"}.fa-font:before{content:"\f031"}.fa-bold:before{content:"\f032"}.fa-italic:before{content:"\f033"}.fa-text-height:before{content:"\f034"}.fa-text-width:before{content:"\f035"}.fa-align-left:before{content:"\f036"}.fa-align-center:before{content:"\f037"}.fa-align-right:before{content:"\f038"}.fa-align-justify:before{content:"\f039"}.fa-list:before{content:"\f03a"}.fa-dedent:before,.fa-outdent:before{content:"\f03b"}.fa-indent:before{content:"\f03c"}.fa-video-camera:before{content:"\f03d"}.fa-photo:before,.fa-image:before,.fa-picture-o:before{content:"\f03e"}.fa-pencil:before{content:"\f040"}.fa-map-marker:before{content:"\f041"}.fa-adjust:before{content:"\f042"}.fa-tint:before{content:"\f043"}.fa-edit:before,.fa-pencil-square-o:before{content:"\f044"}.fa-share-square-o:before{content:"\f045"}.fa-check-square-o:before{content:"\f046"}.fa-arrows:before{content:"\f047"}.fa-step-backward:before{content:"\f048"}.fa-fast-backward:before{content:"\f049"}.fa-backward:before{content:"\f04a"}.fa-play:before{content:"\f04b"}.fa-pause:before{content:"\f04c"}.fa-stop:before{content:"\f04d"}.fa-forward:before{content:"\f04e"}.fa-fast-forward:before{content:"\f050"}.fa-step-forward:before{content:"\f051"}.fa-eject:before{content:"\f052"}.fa-chevron-left:before{content:"\f053"}.fa-chevron-right:before{content:"\f054"}.fa-plus-circle:before{content:"\f055"}.fa-minus-circle:before{content:"\f056"}.fa-times-circle:before{content:"\f057"}.fa-check-circle:before{content:"\f058"}.fa-question-circle:before{content:"\f059"}.fa-info-circle:before{content:"\f05a"}.fa-crosshairs:before{content:"\f05b"}.fa-times-circle-o:before{content:"\f05c"}.fa-check-circle-o:before{content:"\f05d"}.fa-ban:before{content:"\f05e"}.fa-arrow-left:before{content:"\f060"}.fa-arrow-right:before{content:"\f061"}.fa-arrow-up:before{content:"\f062"}.fa-arrow-down:before{content:"\f063"}.fa-mail-forward:before,.fa-share:before{content:"\f064"}.fa-expand:before{content:"\f065"}.fa-compress:before{content:"\f066"}.fa-plus:before{content:"\f067"}.fa-minus:before{content:"\f068"}.fa-asterisk:before{content:"\f069"}.fa-exclamation-circle:before{content:"\f06a"}.fa-gift:before{content:"\f06b"}.fa-leaf:before{content:"\f06c"}.fa-fire:before{content:"\f06d"}.fa-eye:before{content:"\f06e"}.fa-eye-slash:before{content:"\f070"}.fa-warning:before,.fa-exclamation-triangle:before{content:"\f071"}.fa-plane:before{content:"\f072"}.fa-calendar:before{content:"\f073"}.fa-random:before{content:"\f074"}.fa-comment:before{content:"\f075"}.fa-magnet:before{content:"\f076"}.fa-chevron-up:before{content:"\f077"}.fa-chevron-down:before{content:"\f078"}.fa-retweet:before{content:"\f079"}.fa-shopping-cart:before{content:"\f07a"}.fa-folder:before{content:"\f07b"}.fa-folder-open:before{content:"\f07c"}.fa-arrows-v:before{content:"\f07d"}.fa-arrows-h:before{content:"\f07e"}.fa-bar-chart-o:before,.fa-bar-chart:before{content:"\f080"}.fa-twitter-square:before{content:"\f081"}.fa-facebook-square:before{content:"\f082"}.fa-camera-retro:before{content:"\f083"}.fa-key:before{content:"\f084"}.fa-gears:before,.fa-cogs:before{content:"\f085"}.fa-comments:before{content:"\f086"}.fa-thumbs-o-up:before{content:"\f087"}.fa-thumbs-o-down:before{content:"\f088"}.fa-star-half:before{content:"\f089"}.fa-heart-o:before{content:"\f08a"}.fa-sign-out:before{content:"\f08b"}.fa-linkedin-square:before{content:"\f08c"}.fa-thumb-tack:before{content:"\f08d"}.fa-external-link:before{content:"\f08e"}.fa-sign-in:before{content:"\f090"}.fa-trophy:before{content:"\f091"}.fa-github-square:before{content:"\f092"}.fa-upload:before{content:"\f093"}.fa-lemon-o:before{content:"\f094"}.fa-phone:before{content:"\f095"}.fa-square-o:before{content:"\f096"}.fa-bookmark-o:before{content:"\f097"}.fa-phone-square:before{content:"\f098"}.fa-twitter:before{content:"\f099"}.fa-facebook-f:before,.fa-facebook:before{content:"\f09a"}.fa-github:before{content:"\f09b"}.fa-unlock:before{content:"\f09c"}.fa-credit-card:before{content:"\f09d"}.fa-feed:before,.fa-rss:before{content:"\f09e"}.fa-hdd-o:before{content:"\f0a0"}.fa-bullhorn:before{content:"\f0a1"}.fa-bell:before{content:"\f0f3"}.fa-certificate:before{content:"\f0a3"}.fa-hand-o-right:before{content:"\f0a4"}.fa-hand-o-left:before{content:"\f0a5"}.fa-hand-o-up:before{content:"\f0a6"}.fa-hand-o-down:before{content:"\f0a7"}.fa-arrow-circle-left:before{content:"\f0a8"}.fa-arrow-circle-right:before{content:"\f0a9"}.fa-arrow-circle-up:before{content:"\f0aa"}.fa-arrow-circle-down:before{content:"\f0ab"}.fa-globe:before{content:"\f0ac"}.fa-wrench:before{content:"\f0ad"}.fa-tasks:before{content:"\f0ae"}.fa-filter:before{content:"\f0b0"}.fa-briefcase:before{content:"\f0b1"}.fa-arrows-alt:before{content:"\f0b2"}.fa-group:before,.fa-users:before{content:"\f0c0"}.fa-chain:before,.fa-link:before{content:"\f0c1"}.fa-cloud:before{content:"\f0c2"}.fa-flask:before{content:"\f0c3"}.fa-cut:before,.fa-scissors:before{content:"\f0c4"}.fa-copy:before,.fa-files-o:before{content:"\f0c5"}.fa-paperclip:before{content:"\f0c6"}.fa-save:before,.fa-floppy-o:before{content:"\f0c7"}.fa-square:before{content:"\f0c8"}.fa-navicon:before,.fa-reorder:before,.fa-bars:before{content:"\f0c9"}.fa-list-ul:before{content:"\f0ca"}.fa-list-ol:before{content:"\f0cb"}.fa-strikethrough:before{content:"\f0cc"}.fa-underline:before{content:"\f0cd"}.fa-table:before{content:"\f0ce"}.fa-magic:before{content:"\f0d0"}.fa-truck:before{content:"\f0d1"}.fa-pinterest:before{content:"\f0d2"}.fa-pinterest-square:before{content:"\f0d3"}.fa-google-plus-square:before{content:"\f0d4"}.fa-google-plus:before{content:"\f0d5"}.fa-money:before{content:"\f0d6"}.fa-caret-down:before{content:"\f0d7"}.fa-caret-up:before{content:"\f0d8"}.fa-caret-left:before{content:"\f0d9"}.fa-caret-right:before{content:"\f0da"}.fa-columns:before{content:"\f0db"}.fa-unsorted:before,.fa-sort:before{content:"\f0dc"}.fa-sort-down:before,.fa-sort-desc:before{content:"\f0dd"}.fa-sort-up:before,.fa-sort-asc:before{content:"\f0de"}.fa-envelope:before{content:"\f0e0"}.fa-linkedin:before{content:"\f0e1"}.fa-rotate-left:before,.fa-undo:before{content:"\f0e2"}.fa-legal:before,.fa-gavel:before{content:"\f0e3"}.fa-dashboard:before,.fa-tachometer:before{content:"\f0e4"}.fa-comment-o:before{content:"\f0e5"}.fa-comments-o:before{content:"\f0e6"}.fa-flash:before,.fa-bolt:before{content:"\f0e7"}.fa-sitemap:before{content:"\f0e8"}.fa-umbrella:before{content:"\f0e9"}.fa-paste:before,.fa-clipboard:before{content:"\f0ea"}.fa-lightbulb-o:before{content:"\f0eb"}.fa-exchange:before{content:"\f0ec"}.fa-cloud-download:before{content:"\f0ed"}.fa-cloud-upload:before{content:"\f0ee"}.fa-user-md:before{content:"\f0f0"}.fa-stethoscope:before{content:"\f0f1"}.fa-suitcase:before{content:"\f0f2"}.fa-bell-o:before{content:"\f0a2"}.fa-coffee:before{content:"\f0f4"}.fa-cutlery:before{content:"\f0f5"}.fa-file-text-o:before{content:"\f0f6"}.fa-building-o:before{content:"\f0f7"}.fa-hospital-o:before{content:"\f0f8"}.fa-ambulance:before{content:"\f0f9"}.fa-medkit:before{content:"\f0fa"}.fa-fighter-jet:before{content:"\f0fb"}.fa-beer:before{content:"\f0fc"}.fa-h-square:before{content:"\f0fd"}.fa-plus-square:before{content:"\f0fe"}.fa-angle-double-left:before{content:"\f100"}.fa-angle-double-right:before{content:"\f101"}.fa-angle-double-up:before{content:"\f102"}.fa-angle-double-down:before{content:"\f103"}.fa-angle-left:before{content:"\f104"}.fa-angle-right:before{content:"\f105"}.fa-angle-up:before{content:"\f106"}.fa-angle-down:before{content:"\f107"}.fa-desktop:before{content:"\f108"}.fa-laptop:before{content:"\f109"}.fa-tablet:before{content:"\f10a"}.fa-mobile-phone:before,.fa-mobile:before{content:"\f10b"}.fa-circle-o:before{content:"\f10c"}.fa-quote-left:before{content:"\f10d"}.fa-quote-right:before{content:"\f10e"}.fa-spinner:before{content:"\f110"}.fa-circle:before{content:"\f111"}.fa-mail-reply:before,.fa-reply:before{content:"\f112"}.fa-github-alt:before{content:"\f113"}.fa-folder-o:before{content:"\f114"}.fa-folder-open-o:before{content:"\f115"}.fa-smile-o:before{content:"\f118"}.fa-frown-o:before{content:"\f119"}.fa-meh-o:before{content:"\f11a"}.fa-gamepad:before{content:"\f11b"}.fa-keyboard-o:before{content:"\f11c"}.fa-flag-o:before{content:"\f11d"}.fa-flag-checkered:before{content:"\f11e"}.fa-terminal:before{content:"\f120"}.fa-code:before{content:"\f121"}.fa-mail-reply-all:before,.fa-reply-all:before{content:"\f122"}.fa-star-half-empty:before,.fa-star-half-full:before,.fa-star-half-o:before{content:"\f123"}.fa-location-arrow:before{content:"\f124"}.fa-crop:before{content:"\f125"}.fa-code-fork:before{content:"\f126"}.fa-unlink:before,.fa-chain-broken:before{content:"\f127"}.fa-question:before{content:"\f128"}.fa-info:before{content:"\f129"}.fa-exclamation:before{content:"\f12a"}.fa-superscript:before{content:"\f12b"}.fa-subscript:before{content:"\f12c"}.fa-eraser:before{content:"\f12d"}.fa-puzzle-piece:before{content:"\f12e"}.fa-microphone:before{content:"\f130"}.fa-microphone-slash:before{content:"\f131"}.fa-shield:before{content:"\f132"}.fa-calendar-o:before{content:"\f133"}.fa-fire-extinguisher:before{content:"\f134"}.fa-rocket:before{content:"\f135"}.fa-maxcdn:before{content:"\f136"}.fa-chevron-circle-left:before{content:"\f137"}.fa-chevron-circle-right:before{content:"\f138"}.fa-chevron-circle-up:before{content:"\f139"}.fa-chevron-circle-down:before{content:"\f13a"}.fa-html5:before{content:"\f13b"}.fa-css3:before{content:"\f13c"}.fa-anchor:before{content:"\f13d"}.fa-unlock-alt:before{content:"\f13e"}.fa-bullseye:before{content:"\f140"}.fa-ellipsis-h:before{content:"\f141"}.fa-ellipsis-v:before{content:"\f142"}.fa-rss-square:before{content:"\f143"}.fa-play-circle:before{content:"\f144"}.fa-ticket:before{content:"\f145"}.fa-minus-square:before{content:"\f146"}.fa-minus-square-o:before{content:"\f147"}.fa-level-up:before{content:"\f148"}.fa-level-down:before{content:"\f149"}.fa-check-square:before{content:"\f14a"}.fa-pencil-square:before{content:"\f14b"}.fa-external-link-square:before{content:"\f14c"}.fa-share-square:before{content:"\f14d"}.fa-compass:before{content:"\f14e"}.fa-toggle-down:before,.fa-caret-square-o-down:before{content:"\f150"}.fa-toggle-up:before,.fa-caret-square-o-up:before{content:"\f151"}.fa-toggle-right:before,.fa-caret-square-o-right:before{content:"\f152"}.fa-euro:before,.fa-eur:before{content:"\f153"}.fa-gbp:before{content:"\f154"}.fa-dollar:before,.fa-usd:before{content:"\f155"}.fa-rupee:before,.fa-inr:before{content:"\f156"}.fa-cny:before,.fa-rmb:before,.fa-yen:before,.fa-jpy:before{content:"\f157"}.fa-ruble:before,.fa-rouble:before,.fa-rub:before{content:"\f158"}.fa-won:before,.fa-krw:before{content:"\f159"}.fa-bitcoin:before,.fa-btc:before{content:"\f15a"}.fa-file:before{content:"\f15b"}.fa-file-text:before{content:"\f15c"}.fa-sort-alpha-asc:before{content:"\f15d"}.fa-sort-alpha-desc:before{content:"\f15e"}.fa-sort-amount-asc:before{content:"\f160"}.fa-sort-amount-desc:before{content:"\f161"}.fa-sort-numeric-asc:before{content:"\f162"}.fa-sort-numeric-desc:before{content:"\f163"}.fa-thumbs-up:before{content:"\f164"}.fa-thumbs-down:before{content:"\f165"}.fa-youtube-square:before{content:"\f166"}.fa-youtube:before{content:"\f167"}.fa-xing:before{content:"\f168"}.fa-xing-square:before{content:"\f169"}.fa-youtube-play:before{content:"\f16a"}.fa-dropbox:before{content:"\f16b"}.fa-stack-overflow:before{content:"\f16c"}.fa-instagram:before{content:"\f16d"}.fa-flickr:before{content:"\f16e"}.fa-adn:before{content:"\f170"}.fa-bitbucket:before{content:"\f171"}.fa-bitbucket-square:before{content:"\f172"}.fa-tumblr:before{content:"\f173"}.fa-tumblr-square:before{content:"\f174"}.fa-long-arrow-down:before{content:"\f175"}.fa-long-arrow-up:before{content:"\f176"}.fa-long-arrow-left:before{content:"\f177"}.fa-long-arrow-right:before{content:"\f178"}.fa-apple:before{content:"\f179"}.fa-windows:before{content:"\f17a"}.fa-android:before{content:"\f17b"}.fa-linux:before{content:"\f17c"}.fa-dribbble:before{content:"\f17d"}.fa-skype:before{content:"\f17e"}.fa-foursquare:before{content:"\f180"}.fa-trello:before{content:"\f181"}.fa-female:before{content:"\f182"}.fa-male:before{content:"\f183"}.fa-gittip:before,.fa-gratipay:before{content:"\f184"}.fa-sun-o:before{content:"\f185"}.fa-moon-o:before{content:"\f186"}.fa-archive:before{content:"\f187"}.fa-bug:before{content:"\f188"}.fa-vk:before{content:"\f189"}.fa-weibo:before{content:"\f18a"}.fa-renren:before{content:"\f18b"}.fa-pagelines:before{content:"\f18c"}.fa-stack-exchange:before{content:"\f18d"}.fa-arrow-circle-o-right:before{content:"\f18e"}.fa-arrow-circle-o-left:before{content:"\f190"}.fa-toggle-left:before,.fa-caret-square-o-left:before{content:"\f191"}.fa-dot-circle-o:before{content:"\f192"}.fa-wheelchair:before{content:"\f193"}.fa-vimeo-square:before{content:"\f194"}.fa-turkish-lira:before,.fa-try:before{content:"\f195"}.fa-plus-square-o:before{content:"\f196"}.fa-space-shuttle:before{content:"\f197"}.fa-slack:before{content:"\f198"}.fa-envelope-square:before{content:"\f199"}.fa-wordpress:before{content:"\f19a"}.fa-openid:before{content:"\f19b"}.fa-institution:before,.fa-bank:before,.fa-university:before{content:"\f19c"}.fa-mortar-board:before,.fa-graduation-cap:before{content:"\f19d"}.fa-yahoo:before{content:"\f19e"}.fa-google:before{content:"\f1a0"}.fa-reddit:before{content:"\f1a1"}.fa-reddit-square:before{content:"\f1a2"}.fa-stumbleupon-circle:before{content:"\f1a3"}.fa-stumbleupon:before{content:"\f1a4"}.fa-delicious:before{content:"\f1a5"}.fa-digg:before{content:"\f1a6"}.fa-pied-piper-pp:before{content:"\f1a7"}.fa-pied-piper-alt:before{content:"\f1a8"}.fa-drupal:before{content:"\f1a9"}.fa-joomla:before{content:"\f1aa"}.fa-language:before{content:"\f1ab"}.fa-fax:before{content:"\f1ac"}.fa-building:before{content:"\f1ad"}.fa-child:before{content:"\f1ae"}.fa-paw:before{content:"\f1b0"}.fa-spoon:before{content:"\f1b1"}.fa-cube:before{content:"\f1b2"}.fa-cubes:before{content:"\f1b3"}.fa-behance:before{content:"\f1b4"}.fa-behance-square:before{content:"\f1b5"}.fa-steam:before{content:"\f1b6"}.fa-steam-square:before{content:"\f1b7"}.fa-recycle:before{content:"\f1b8"}.fa-automobile:before,.fa-car:before{content:"\f1b9"}.fa-cab:before,.fa-taxi:before{content:"\f1ba"}.fa-tree:before{content:"\f1bb"}.fa-spotify:before{content:"\f1bc"}.fa-deviantart:before{content:"\f1bd"}.fa-soundcloud:before{content:"\f1be"}.fa-database:before{content:"\f1c0"}.fa-file-pdf-o:before{content:"\f1c1"}.fa-file-word-o:before{content:"\f1c2"}.fa-file-excel-o:before{content:"\f1c3"}.fa-file-powerpoint-o:before{content:"\f1c4"}.fa-file-photo-o:before,.fa-file-picture-o:before,.fa-file-image-o:before{content:"\f1c5"}.fa-file-zip-o:before,.fa-file-archive-o:before{content:"\f1c6"}.fa-file-sound-o:before,.fa-file-audio-o:before{content:"\f1c7"}.fa-file-movie-o:before,.fa-file-video-o:before{content:"\f1c8"}.fa-file-code-o:before{content:"\f1c9"}.fa-vine:before{content:"\f1ca"}.fa-codepen:before{content:"\f1cb"}.fa-jsfiddle:before{content:"\f1cc"}.fa-life-bouy:before,.fa-life-buoy:before,.fa-life-saver:before,.fa-support:before,.fa-life-ring:before{content:"\f1cd"}.fa-circle-o-notch:before{content:"\f1ce"}.fa-ra:before,.fa-resistance:before,.fa-rebel:before{content:"\f1d0"}.fa-ge:before,.fa-empire:before{content:"\f1d1"}.fa-git-square:before{content:"\f1d2"}.fa-git:before{content:"\f1d3"}.fa-y-combinator-square:before,.fa-yc-square:before,.fa-hacker-news:before{content:"\f1d4"}.fa-tencent-weibo:before{content:"\f1d5"}.fa-qq:before{content:"\f1d6"}.fa-wechat:before,.fa-weixin:before{content:"\f1d7"}.fa-send:before,.fa-paper-plane:before{content:"\f1d8"}.fa-send-o:before,.fa-paper-plane-o:before{content:"\f1d9"}.fa-history:before{content:"\f1da"}.fa-circle-thin:before{content:"\f1db"}.fa-header:before{content:"\f1dc"}.fa-paragraph:before{content:"\f1dd"}.fa-sliders:before{content:"\f1de"}.fa-share-alt:before{content:"\f1e0"}.fa-share-alt-square:before{content:"\f1e1"}.fa-bomb:before{content:"\f1e2"}.fa-soccer-ball-o:before,.fa-futbol-o:before{content:"\f1e3"}.fa-tty:before{content:"\f1e4"}.fa-binoculars:before{content:"\f1e5"}.fa-plug:before{content:"\f1e6"}.fa-slideshare:before{content:"\f1e7"}.fa-twitch:before{content:"\f1e8"}.fa-yelp:before{content:"\f1e9"}.fa-newspaper-o:before{content:"\f1ea"}.fa-wifi:before{content:"\f1eb"}.fa-calculator:before{content:"\f1ec"}.fa-paypal:before{content:"\f1ed"}.fa-google-wallet:before{content:"\f1ee"}.fa-cc-visa:before{content:"\f1f0"}.fa-cc-mastercard:before{content:"\f1f1"}.fa-cc-discover:before{content:"\f1f2"}.fa-cc-amex:before{content:"\f1f3"}.fa-cc-paypal:before{content:"\f1f4"}.fa-cc-stripe:before{content:"\f1f5"}.fa-bell-slash:before{content:"\f1f6"}.fa-bell-slash-o:before{content:"\f1f7"}.fa-trash:before{content:"\f1f8"}.fa-copyright:before{content:"\f1f9"}.fa-at:before{content:"\f1fa"}.fa-eyedropper:before{content:"\f1fb"}.fa-paint-brush:before{content:"\f1fc"}.fa-birthday-cake:before{content:"\f1fd"}.fa-area-chart:before{content:"\f1fe"}.fa-pie-chart:before{content:"\f200"}.fa-line-chart:before{content:"\f201"}.fa-lastfm:before{content:"\f202"}.fa-lastfm-square:before{content:"\f203"}.fa-toggle-off:before{content:"\f204"}.fa-toggle-on:before{content:"\f205"}.fa-bicycle:before{content:"\f206"}.fa-bus:before{content:"\f207"}.fa-ioxhost:before{content:"\f208"}.fa-angellist:before{content:"\f209"}.fa-cc:before{content:"\f20a"}.fa-shekel:before,.fa-sheqel:before,.fa-ils:before{content:"\f20b"}.fa-meanpath:before{content:"\f20c"}.fa-buysellads:before{content:"\f20d"}.fa-connectdevelop:before{content:"\f20e"}.fa-dashcube:before{content:"\f210"}.fa-forumbee:before{content:"\f211"}.fa-leanpub:before{content:"\f212"}.fa-sellsy:before{content:"\f213"}.fa-shirtsinbulk:before{content:"\f214"}.fa-simplybuilt:before{content:"\f215"}.fa-skyatlas:before{content:"\f216"}.fa-cart-plus:before{content:"\f217"}.fa-cart-arrow-down:before{content:"\f218"}.fa-diamond:before{content:"\f219"}.fa-ship:before{content:"\f21a"}.fa-user-secret:before{content:"\f21b"}.fa-motorcycle:before{content:"\f21c"}.fa-street-view:before{content:"\f21d"}.fa-heartbeat:before{content:"\f21e"}.fa-venus:before{content:"\f221"}.fa-mars:before{content:"\f222"}.fa-mercury:before{content:"\f223"}.fa-intersex:before,.fa-transgender:before{content:"\f224"}.fa-transgender-alt:before{content:"\f225"}.fa-venus-double:before{content:"\f226"}.fa-mars-double:before{content:"\f227"}.fa-venus-mars:before{content:"\f228"}.fa-mars-stroke:before{content:"\f229"}.fa-mars-stroke-v:before{content:"\f22a"}.fa-mars-stroke-h:before{content:"\f22b"}.fa-neuter:before{content:"\f22c"}.fa-genderless:before{content:"\f22d"}.fa-facebook-official:before{content:"\f230"}.fa-pinterest-p:before{content:"\f231"}.fa-whatsapp:before{content:"\f232"}.fa-server:before{content:"\f233"}.fa-user-plus:before{content:"\f234"}.fa-user-times:before{content:"\f235"}.fa-hotel:before,.fa-bed:before{content:"\f236"}.fa-viacoin:before{content:"\f237"}.fa-train:before{content:"\f238"}.fa-subway:before{content:"\f239"}.fa-medium:before{content:"\f23a"}.fa-yc:before,.fa-y-combinator:before{content:"\f23b"}.fa-optin-monster:before{content:"\f23c"}.fa-opencart:before{content:"\f23d"}.fa-expeditedssl:before{content:"\f23e"}.fa-battery-4:before,.fa-battery:before,.fa-battery-full:before{content:"\f240"}.fa-battery-3:before,.fa-battery-three-quarters:before{content:"\f241"}.fa-battery-2:before,.fa-battery-half:before{content:"\f242"}.fa-battery-1:before,.fa-battery-quarter:before{content:"\f243"}.fa-battery-0:before,.fa-battery-empty:before{content:"\f244"}.fa-mouse-pointer:before{content:"\f245"}.fa-i-cursor:before{content:"\f246"}.fa-object-group:before{content:"\f247"}.fa-object-ungroup:before{content:"\f248"}.fa-sticky-note:before{content:"\f249"}.fa-sticky-note-o:before{content:"\f24a"}.fa-cc-jcb:before{content:"\f24b"}.fa-cc-diners-club:before{content:"\f24c"}.fa-clone:before{content:"\f24d"}.fa-balance-scale:before{content:"\f24e"}.fa-hourglass-o:before{content:"\f250"}.fa-hourglass-1:before,.fa-hourglass-start:before{content:"\f251"}.fa-hourglass-2:before,.fa-hourglass-half:before{content:"\f252"}.fa-hourglass-3:before,.fa-hourglass-end:before{content:"\f253"}.fa-hourglass:before{content:"\f254"}.fa-hand-grab-o:before,.fa-hand-rock-o:before{content:"\f255"}.fa-hand-stop-o:before,.fa-hand-paper-o:before{content:"\f256"}.fa-hand-scissors-o:before{content:"\f257"}.fa-hand-lizard-o:before{content:"\f258"}.fa-hand-spock-o:before{content:"\f259"}.fa-hand-pointer-o:before{content:"\f25a"}.fa-hand-peace-o:before{content:"\f25b"}.fa-trademark:before{content:"\f25c"}.fa-registered:before{content:"\f25d"}.fa-creative-commons:before{content:"\f25e"}.fa-gg:before{content:"\f260"}.fa-gg-circle:before{content:"\f261"}.fa-tripadvisor:before{content:"\f262"}.fa-odnoklassniki:before{content:"\f263"}.fa-odnoklassniki-square:before{content:"\f264"}.fa-get-pocket:before{content:"\f265"}.fa-wikipedia-w:before{content:"\f266"}.fa-safari:before{content:"\f267"}.fa-chrome:before{content:"\f268"}.fa-firefox:before{content:"\f269"}.fa-opera:before{content:"\f26a"}.fa-internet-explorer:before{content:"\f26b"}.fa-tv:before,.fa-television:before{content:"\f26c"}.fa-contao:before{content:"\f26d"}.fa-500px:before{content:"\f26e"}.fa-amazon:before{content:"\f270"}.fa-calendar-plus-o:before{content:"\f271"}.fa-calendar-minus-o:before{content:"\f272"}.fa-calendar-times-o:before{content:"\f273"}.fa-calendar-check-o:before{content:"\f274"}.fa-industry:before{content:"\f275"}.fa-map-pin:before{content:"\f276"}.fa-map-signs:before{content:"\f277"}.fa-map-o:before{content:"\f278"}.fa-map:before{content:"\f279"}.fa-commenting:before{content:"\f27a"}.fa-commenting-o:before{content:"\f27b"}.fa-houzz:before{content:"\f27c"}.fa-vimeo:before{content:"\f27d"}.fa-black-tie:before{content:"\f27e"}.fa-fonticons:before{content:"\f280"}.fa-reddit-alien:before{content:"\f281"}.fa-edge:before{content:"\f282"}.fa-credit-card-alt:before{content:"\f283"}.fa-codiepie:before{content:"\f284"}.fa-modx:before{content:"\f285"}.fa-fort-awesome:before{content:"\f286"}.fa-usb:before{content:"\f287"}.fa-product-hunt:before{content:"\f288"}.fa-mixcloud:before{content:"\f289"}.fa-scribd:before{content:"\f28a"}.fa-pause-circle:before{content:"\f28b"}.fa-pause-circle-o:before{content:"\f28c"}.fa-stop-circle:before{content:"\f28d"}.fa-stop-circle-o:before{content:"\f28e"}.fa-shopping-bag:before{content:"\f290"}.fa-shopping-basket:before{content:"\f291"}.fa-hashtag:before{content:"\f292"}.fa-bluetooth:before{content:"\f293"}.fa-bluetooth-b:before{content:"\f294"}.fa-percent:before{content:"\f295"}.fa-gitlab:before{content:"\f296"}.fa-wpbeginner:before{content:"\f297"}.fa-wpforms:before{content:"\f298"}.fa-envira:before{content:"\f299"}.fa-universal-access:before{content:"\f29a"}.fa-wheelchair-alt:before{content:"\f29b"}.fa-question-circle-o:before{content:"\f29c"}.fa-blind:before{content:"\f29d"}.fa-audio-description:before{content:"\f29e"}.fa-volume-control-phone:before{content:"\f2a0"}.fa-braille:before{content:"\f2a1"}.fa-assistive-listening-systems:before{content:"\f2a2"}.fa-asl-interpreting:before,.fa-american-sign-language-interpreting:before{content:"\f2a3"}.fa-deafness:before,.fa-hard-of-hearing:before,.fa-deaf:before{content:"\f2a4"}.fa-glide:before{content:"\f2a5"}.fa-glide-g:before{content:"\f2a6"}.fa-signing:before,.fa-sign-language:before{content:"\f2a7"}.fa-low-vision:before{content:"\f2a8"}.fa-viadeo:before{content:"\f2a9"}.fa-viadeo-square:before{content:"\f2aa"}.fa-snapchat:before{content:"\f2ab"}.fa-snapchat-ghost:before{content:"\f2ac"}.fa-snapchat-square:before{content:"\f2ad"}.fa-pied-piper:before{content:"\f2ae"}.fa-first-order:before{content:"\f2b0"}.fa-yoast:before{content:"\f2b1"}.fa-themeisle:before{content:"\f2b2"}.fa-google-plus-circle:before,.fa-google-plus-official:before{content:"\f2b3"}.fa-fa:before,.fa-font-awesome:before{content:"\f2b4"}.fa-handshake-o:before{content:"\f2b5"}.fa-envelope-open:before{content:"\f2b6"}.fa-envelope-open-o:before{content:"\f2b7"}.fa-linode:before{content:"\f2b8"}.fa-address-book:before{content:"\f2b9"}.fa-address-book-o:before{content:"\f2ba"}.fa-vcard:before,.fa-address-card:before{content:"\f2bb"}.fa-vcard-o:before,.fa-address-card-o:before{content:"\f2bc"}.fa-user-circle:before{content:"\f2bd"}.fa-user-circle-o:before{content:"\f2be"}.fa-user-o:before{content:"\f2c0"}.fa-id-badge:before{content:"\f2c1"}.fa-drivers-license:before,.fa-id-card:before{content:"\f2c2"}.fa-drivers-license-o:before,.fa-id-card-o:before{content:"\f2c3"}.fa-quora:before{content:"\f2c4"}.fa-free-code-camp:before{content:"\f2c5"}.fa-telegram:before{content:"\f2c6"}.fa-thermometer-4:before,.fa-thermometer:before,.fa-thermometer-full:before{content:"\f2c7"}.fa-thermometer-3:before,.fa-thermometer-three-quarters:before{content:"\f2c8"}.fa-thermometer-2:before,.fa-thermometer-half:before{content:"\f2c9"}.fa-thermometer-1:before,.fa-thermometer-quarter:before{content:"\f2ca"}.fa-thermometer-0:before,.fa-thermometer-empty:before{content:"\f2cb"}.fa-shower:before{content:"\f2cc"}.fa-bathtub:before,.fa-s15:before,.fa-bath:before{content:"\f2cd"}.fa-podcast:before{content:"\f2ce"}.fa-window-maximize:before{content:"\f2d0"}.fa-window-minimize:before{content:"\f2d1"}.fa-window-restore:before{content:"\f2d2"}.fa-times-rectangle:before,.fa-window-close:before{content:"\f2d3"}.fa-times-rectangle-o:before,.fa-window-close-o:before{content:"\f2d4"}.fa-bandcamp:before{content:"\f2d5"}.fa-grav:before{content:"\f2d6"}.fa-etsy:before{content:"\f2d7"}.fa-imdb:before{content:"\f2d8"}.fa-ravelry:before{content:"\f2d9"}.fa-eercast:before{content:"\f2da"}.fa-microchip:before{content:"\f2db"}.fa-snowflake-o:before{content:"\f2dc"}.fa-superpowers:before{content:"\f2dd"}.fa-wpexplorer:before{content:"\f2de"}.fa-meetup:before{content:"\f2e0"}.sr-only{position:absolute;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);border:0}.sr-only-focusable:active,.sr-only-focusable:focus{position:static;width:auto;height:auto;margin:0;overflow:visible;clip:auto}
/*!
Theme Name: Zakra
Theme URI: https://zakratheme.com/
Author: ThemeGrill
Author URI: https://themegrill.com
Description: Zakra is flexible, fast, lightweight and modern multipurpose theme that comes with many starter free sites (currently 10+ free starter sites and more will be added later) that you can use to make your site beautiful and professional. Check all the starter sites at https://zakratheme.com/demos. Suitable for personal blog, portfolio, WooCommerce stores, business websites and niche-based sites (like Cafe, Spa, Charity, Yoga, Wedding, Dentist, Education etc) as well. Works with Elementor plus other major page builders so you can create any layout you want. The theme is responsive, Gutenberg compatible, SEO friendly, translation ready and major WordPress plugins compatible.
Version: 2.0.1
Tested up to: 5.7.2
Requires PHP: 5.6
License: GPLv3 or later
License URI: https://www.gnu.org/licenses/gpl-3.0.en.html
Text Domain: zakra
Tags: one-column, two-columns, left-sidebar, right-sidebar, custom-background, custom-colors, custom-logo, featured-images, footer-widgets, full-width-template, theme-options, threaded-comments, translation-ready, blog, news, e-commerce, rtl-language-support
Zakra is based on Underscores https://underscores.me/, (C) 2012-2017 Automattic, Inc.
Underscores is distributed under the terms of the GNU GPL v2 or later.
Normalizing styles have been helped along thanks to the fine work of
Nicolas Gallagher and Jonathan Neal http://necolas.github.io/normalize.css/
*/
h1,h2,h3,h4,h5,h6,p,blockquote{margin:0;padding:0;border:0;font-size:100%;font-style:inherit;font-weight:inherit;outline:0;vertical-align:baseline}html{font-family:sans-serif;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}body{margin:0}article,aside,details,figcaption,figure,footer,header,main,menu,nav,section,summary{display:block}audio,canvas,progress,video{display:inline-block;vertical-align:baseline}audio:not([controls]){display:none;height:0}[hidden],template{display:none}a{background-color:transparent}a:active,a:hover{outline:0}abbr[title]{border-bottom:1px dotted}b,strong{font-weight:700}dfn{font-style:italic}h1{font-size:2em;margin:.67em 0}mark{background:#ff0;color:#000}small{font-size:80%}sub,sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline}sup{top:-.5em}sub{bottom:-.25em}img{border:0;vertical-align:middle}svg:not(:root){overflow:hidden}figure{margin:1em 40px}hr{-webkit-box-sizing:content-box;box-sizing:content-box;height:0}pre{overflow:auto}code,kbd,pre,samp{font-family:monospace;font-size:1em}button,input,optgroup,select,textarea{color:inherit;font:inherit;margin:0}button{overflow:visible}button,select{text-transform:none}button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer;border-style:solid;border-width:0}button[disabled],html input[disabled]{cursor:default}button::-moz-focus-inner,input::-moz-focus-inner{border:0;padding:0}input{line-height:normal}input[type=checkbox],input[type=radio]{-webkit-box-sizing:border-box;box-sizing:border-box;padding:0}input[type=number]::-webkit-inner-spin-button,input[type=number]::-webkit-outer-spin-button{height:auto}input[type=search]::-webkit-search-cancel-button,input[type=search]::-webkit-search-decoration{-webkit-appearance:none}fieldset{border:1px solid silver;margin:0 2px;padding:.35em .625em .75em}legend{border:0;padding:0}textarea{overflow:auto}optgroup{font-weight:700}table{border-collapse:collapse;border-spacing:0}td,th{padding:0}p{margin-bottom:1.6em}html{font-size:90%}body{font-family:-apple-system,blinkmacsystemfont,"segoe ui",roboto,"oxygen-sans",ubuntu,cantarell,"helvetica neue",helvetica,arial,sans-serif;font-size:1rem;color:#51585f;line-height:1.8}code{background-color:#f1f3f5;padding:.125em .25em}pre{background-color:#f8f9fa;padding:20px}blockquote,.wp-block-quote{padding:1em;margin:1.5em 1em 1.5em 2em;border-left:4px solid #e9ecef}blockquote.has-text-align-right,.wp-block-quote.has-text-align-right{border:unset;border-left:4px solid #e9ecef}h1,h2,h3,h4,h5,h6{color:#16181a;line-height:1.3;font-weight:500;margin:0 0 20px}h1{font-size:2.5rem}h2{font-size:2.25rem}h3{font-size:1.75rem}h4{font-size:1.5rem}h5{font-size:1.313rem}h6{font-size:1.125rem}html{-webkit-box-sizing:border-box;box-sizing:border-box}*,*:before,*:after{-webkit-box-sizing:inherit;box-sizing:inherit}body{background:#fff}hr,.wp-block-separator{background-color:#e9ecef;border:0;height:1px;margin-bottom:1.5em}img{height:auto;max-width:100%}figure{margin:1em 0}iframe{max-width:100%}.tg-container{width:100%;margin-right:auto;margin-left:auto}@media (min-width:768px){.tg-container--boxed .tg-site{max-width:750px}.tg-container{max-width:720px}}@media (min-width:992px){.tg-container--boxed .tg-site{max-width:970px}.tg-container{max-width:940px}}@media (min-width:1200px){.tg-container--boxed .tg-site{max-width:1270px}.tg-container{max-width:1160px}}.tg-container-fluid{width:100%;margin-right:auto;margin-left:auto}.tg-container--flex{display:-webkit-box;display:-ms-flexbox;display:flex;-ms-flex-wrap:wrap;flex-wrap:wrap}.tg-container--flex-center{-ms-flex-line-pack:center;align-content:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center}.tg-container--flex-space-between{-webkit-box-pack:justify;-ms-flex-pack:justify;justify-content:space-between}.tg-site-layout--stretched #page #main :not(.tg-page-header) .tg-container{max-width:100%}.tg-site-layout--stretched #page #main :not(.tg-page-header) .tg-container #primary{width:100%;padding-right:0}body:not(.tg-container--separate) #page{background:#fff}body.has-transparent-header.elementor-editor-active .tg-site-header{z-index:-1}.page-template.tg-container--separate #page{background:#fff}.tg-container--boxed .tg-site{margin:20px auto;-webkit-box-shadow:0 0 5px rgba(0,0,0,.1);box-shadow:0 0 5px rgba(0,0,0,.1)}.tg-container--boxed .tg-site#page{background-color:#fff}.tg-container--stretched .tg-container{width:100%;max-width:unset}.tg-container--separate{background-color:#e9ecef}.tg-container--separate .tg-site-header{background-color:#fff;border-bottom:0 none;-webkit-box-shadow:0 0 5px rgba(0,0,0,.1);box-shadow:0 0 5px rgba(0,0,0,.1)}.tg-container--separate .tg-page-header{background-color:#ced4da}.tg-container--separate .tg-site-footer{background-color:#fff}.tg-container--separate #primary{padding-right:2em}.tg-container--separate #secondary{padding-left:2em;border-left:0 none}.tg-container--separate .tg-site-layout--left #primary{padding-left:2em}.tg-container--separate .tg-site-layout--left #secondary{padding-right:2em;border-right:0 none}.tg-container--separate .hentry,.tg-container--separate .widget{background-color:#fff;padding:2em}.tg-container--separate .tg-footer-widget-area .widget{padding:0;background-color:transparent}.has-transparent-header:not(.blog):not(.has-page-header) .site-content,.tg-no-content-margin .site-content{margin:0}.elementor-template-full-width .site-content{margin:0}.elementor-template-full-width .site-content>.tg-container--flex{display:block}.page-template-pagebuilder{background:#fff}.page-template-pagebuilder .site-content{margin:0}.page-template-pagebuilder .widget{background:initial;padding:0}.page-template-pagebuilder #primary.content-area.pagebuilder-content{-webkit-box-flex:1;-ms-flex:1;flex:1;max-width:inherit;padding:0}@font-face{font-family:"themegrill-icons";src:url(//www.programmingr.com/wp-content/themes/zakra/assets/fonts/themegrill-icons.eot?5d42b271f668d2d6461ba91fc5a5a839?#iefix) format("embedded-opentype"),url(//www.programmingr.com/wp-content/themes/zakra/assets/fonts/themegrill-icons.woff2?5d42b271f668d2d6461ba91fc5a5a839) format("woff2"),url(//www.programmingr.com/wp-content/themes/zakra/assets/fonts/themegrill-icons.woff?5d42b271f668d2d6461ba91fc5a5a839) format("woff");font-display:swap}.tg-icon{font-family:"themegrill-icons";display:inline-block;font-size:1rem;font-style:normal}.tg-icon-angle-down:after{content:"\f101"}.tg-icon-angle-left:after{content:"\f102"}.tg-icon-angle-right:after{content:"\f103"}.tg-icon-angle-up:after{content:"\f104"}.tg-icon-arrow-down:after{content:"\f105"}.tg-icon-arrow-left:after{content:"\f106"}.tg-icon-arrow-right:after{content:"\f107"}.tg-icon-arrow-up:after{content:"\f108"}.tg-icon-bars:after{content:"\f109"}.tg-icon-close:after{content:"\f10a"}.tg-icon-search:after{content:"\f10b"}.tg-icon-shopping-cart:after{content:"\f10c"}.tg-page-header{padding:20px 0}.tg-page-header .tg-page-header__title{margin-top:0;margin-bottom:0;font-weight:500;font-size:2.5rem;line-height:1.3}.tg-page-header.tg-page-header--left-right .tg-page-header__title{margin-right:auto}.tg-page-header.tg-page-header--left-right .breadcrumbs{margin-left:auto}.tg-page-header.tg-page-header--both-center .tg-container--flex{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column}.tg-page-header.tg-page-header--right-left .tg-page-header__title{-webkit-box-ordinal-group:3;-ms-flex-order:2;order:2;margin-left:auto}.tg-page-header.tg-page-header--right-left .breadcrumbs{-webkit-box-ordinal-group:2;-ms-flex-order:1;order:1;margin-right:auto}.tg-page-header.tg-page-header--both-left .tg-container--flex{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;-ms-flex-line-pack:start;align-content:flex-start;-webkit-box-align:start;-ms-flex-align:start;align-items:flex-start}.tg-page-header.tg-page-header--both-right .tg-container--flex{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;-ms-flex-line-pack:end;align-content:flex-end;-webkit-box-align:end;-ms-flex-align:end;align-items:flex-end}.tg-page-header .breadcrumb-trail ul{margin:0;display:-webkit-box;display:-ms-flexbox;display:flex;list-style-type:none}.tg-page-header .breadcrumb-trail ul li{font-size:16px}.tg-page-header .breadcrumb-trail ul li:after{padding:7px;font-size:12px;color:#51585f;font-family:"themegrill-icons" !important;vertical-align:middle;content:"\f103"}.tg-page-header .breadcrumb-trail ul li:last-child:after{content:none}ul,ol{margin:0 0 1.6rem 1.6rem;padding-left:0}ul{list-style:square}ol{list-style:decimal}li>ul,li>ol{margin-bottom:0;margin-left:1.6rem}dt{font-weight:700}dd{margin:0 1.6rem 1.6rem}table,.wp-block-table{margin:0 0 1.5em;width:100%}table th,table td,.wp-block-table th,.wp-block-table td{text-align:left;border:1px solid #e9ecef;padding:1em}.admin-bar{--admin-bar:32px}@media screen and (max-width:782px){.admin-bar{--admin-bar:46px}}.search-form label{position:relative}.search-form label:before{position:absolute;top:50%;-webkit-transform:translateY(-50%);transform:translateY(-50%);right:10px;display:block;content:"\f10b";font-family:themegrill-icons;color:#adb5bd}.search-form .search-submit{display:none}.tg-menu-item-search{position:relative;cursor:pointer}.tg-menu-item-search .search-form{position:absolute;top:43px;right:0;width:200px;display:none;z-index:999}.tg-menu-item-search .search-form label{margin-bottom:0;width:100%}.tg-menu-item-search.show-search .search-form{display:-webkit-box;display:-ms-flexbox;display:flex}a{color:#16181a;text-decoration:none;-webkit-transition:all .35s ease-in-out;transition:all .35s ease-in-out}a:hover,a:focus{color:#269bd1}a:active{outline:0}.entry-content a{color:#269bd1}.entry-content a:hover,.entry-content a:focus{color:#1e7ba6}.tg-primary-menu{-webkit-box-flex:1;-ms-flex:1;flex:1;border-bottom:0 solid #e9ecef;margin-left:auto}.tg-primary-menu>div ul{margin:0;padding:0;list-style-type:none}.tg-primary-menu>div ul li.current_page_ancestor>a,.tg-primary-menu>div ul li.current-menu-ancestor>a,.tg-primary-menu>div ul li.current_page_item>a,.tg-primary-menu>div ul li.current-menu-item>a{color:#269bd1}.tg-primary-menu>div ul li:hover>a{color:#269bd1}.tg-primary-menu>div ul li.menu-item-has-children,.tg-primary-menu>div ul li.page_item_has_children{position:relative}.tg-primary-menu>div ul li.menu-item-has-children>a:after,.tg-primary-menu>div ul li.page_item_has_children>a:after{margin-left:.5rem;font-family:"themegrill-icons" !important;vertical-align:middle;content:"\f101"}.tg-primary-menu>div ul li a{display:-webkit-box;display:-ms-flexbox;display:flex;color:#16181a}.tg-primary-menu>div ul li ul{position:absolute;display:block;top:100%;border:1px solid #e9ecef;width:240px;background:#fff}.tg-primary-menu>div ul li ul li{border-bottom:1px solid #e9ecef}.tg-primary-menu>div ul li ul li:last-child{border-bottom:0}.tg-primary-menu>div ul li ul li.menu-item-has-children>a:after,.tg-primary-menu>div ul li ul li.page_item_has_children>a:after{position:absolute;right:1rem;font-family:"themegrill-icons" !important;vertical-align:middle;content:"\f103"}.tg-primary-menu>div ul li ul li a{padding:1em}.tg-primary-menu>div ul li ul li ul{top:-1px;left:100%}.tg-primary-menu>div ul li ul,.tg-primary-menu>div ul li:hover ul ul,.tg-primary-menu>div ul li.focus ul ul{z-index:99999;position:absolute;left:-999999px}.tg-primary-menu>div ul li:hover>ul,.tg-primary-menu>div ul li.focus>ul{left:auto}.tg-primary-menu>div ul li .sub-menu li.menu-item-has-children ul.tg-edge,.tg-primary-menu>div ul li .sub-menu li.page_item_has_children ul.tg-edge{left:-100%}.tg-primary-menu>div ul li:hover>ul,.tg-primary-menu>div ul li.focus>ul{left:auto}.tg-primary-menu>div>ul{display:-webkit-box;display:-ms-flexbox;display:flex;-ms-flex-wrap:wrap;flex-wrap:wrap;-webkit-box-pack:end;-ms-flex-pack:end;justify-content:flex-end;-webkit-box-align:center;-ms-flex-align:center;align-items:center}.tg-primary-menu>div>ul>li{margin:1em}.tg-primary-menu>div>ul>li:hover ul ul,.tg-primary-menu>div>ul>li.focus ul ul{position:absolute;left:-999999px}.tg-primary-menu>div>ul>li:last-child{margin-right:0}.tg-primary-menu>div>ul>li.tg-menu-item-cart{margin-right:10px}.tg-primary-menu>div>ul>li>ul.tg-edge{right:0;left:auto}.tg-primary-menu>div>ul ul li:hover ul ul,.tg-primary-menu>div>ul ul ul li:hover ul ul,.tg-primary-menu>div>ul ul li.focus ul ul,.tg-primary-menu>div>ul ul ul li.focus ul ul{position:absolute;left:-999999px}.tg-primary-menu>div>ul ul li:hover>ul,.tg-primary-menu>div>ul ul li.focus>ul{left:100%}.tg-primary-menu>div>ul ul ul li:hover>ul,.tg-primary-menu>div>ul ul ul ul li:hover>ul,.tg-primary-menu>div>ul ul ul li.focus>ul,.tg-primary-menu>div>ul ul ul ul li.focus>ul{left:100%}.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current_page_ancestor>a,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current-menu-ancestor>a,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current_page_item>a,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current-menu-item>a,.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current_page_ancestor>a,.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current-menu-ancestor>a,.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current_page_item>a,.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current-menu-item>a,.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current_page_ancestor>a,.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current-menu-ancestor>a,.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current_page_item>a,.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current-menu-item>a{position:relative}.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current_page_ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current-menu-ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current_page_item>a:before,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current-menu-item>a:before,.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current_page_ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current-menu-ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current_page_item>a:before,.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current-menu-item>a:before,.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current_page_ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current-menu-ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current_page_item>a:before,.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current-menu-item>a:before{content:"";position:absolute;background-color:#269bd1}.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current_page_ancestor>a,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current-menu-ancestor>a,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current_page_item>a,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current-menu-item>a{position:relative}.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current_page_ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current-menu-ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current_page_item>a:before,.tg-primary-menu.tg-primary-menu--style-underline>div>ul>li.current-menu-item>a:before{height:2px;width:100%;bottom:0}.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current_page_ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current-menu-ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current_page_item>a:before,.tg-primary-menu.tg-primary-menu--style-left-border>div>ul>li.current-menu-item>a:before{width:2px;height:12px;top:50%;left:-5px;-webkit-transform:translateY(-50%);transform:translateY(-50%)}.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current_page_ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current-menu-ancestor>a:before,.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current_page_item>a:before,.tg-primary-menu.tg-primary-menu--style-right-border>div>ul>li.current-menu-item>a:before{width:2px;height:12px;top:50%;left:auto;right:-5px;-webkit-transform:translateY(-50%);transform:translateY(-50%)}.tg-site-header-top ul.menu{display:-webkit-box;display:-ms-flexbox;display:flex;-ms-flex-wrap:wrap;flex-wrap:wrap;list-style-type:none;margin:0}.tg-site-header-top ul.menu li a{padding:0 .5em}.tg-header-action-list{list-style-type:none;display:-webkit-box;display:-ms-flexbox;display:flex;margin:0}.tg-header-action-list .tg-header-action__item{position:relative}.tg-header-action-list .tg-header-action__item.tg-mobile-toggle{display:none}.posts-navigation,.post-navigation{border-top:1px solid #e9ecef;padding:2rem 0}.posts-navigation .nav-links,.post-navigation .nav-links{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-ms-flex-pack:justify;justify-content:space-between}.posts-navigation .nav-links a,.post-navigation .nav-links a{vertical-align:middle}.posts-navigation .nav-links .nav-previous a:before,.post-navigation .nav-links .nav-previous a:before{margin-right:.5rem;font-family:"themegrill-icons" !important;vertical-align:middle;content:"\f102"}.posts-navigation .nav-links .nav-next a:after,.post-navigation .nav-links .nav-next a:after{margin-left:.5rem;font-family:"themegrill-icons" !important;vertical-align:middle;content:"\f103"}.tg-mobile-navigation{visibility:hidden;opacity:0;position:fixed;top:0;bottom:0;left:0;z-index:9999;background:#fff;width:300px;-webkit-transform:translateX(-100%);transform:translateX(-100%);-webkit-transition:.35s visibility ease,.35s opacity ease,.35s -webkit-transform ease;transition:.35s visibility ease,.35s opacity ease,.35s -webkit-transform ease;transition:.35s transform ease,.35s visibility ease,.35s opacity ease;transition:.35s transform ease,.35s visibility ease,.35s opacity ease,.35s -webkit-transform ease;padding:50px 20px 20px;overflow-y:scroll;-webkit-overflow-scrolling:touch}.tg-mobile-navigation>div ul li.current_page_ancestor>a,.tg-mobile-navigation>div ul li.current-menu-ancestor>a,.tg-mobile-navigation>div ul li.current_page_item>a,.tg-mobile-navigation>div ul li.current-menu-item>a{color:#269bd1}.tg-mobile-navigation>div>ul{border-top:1px solid #e9ecef;padding-top:1em}.tg-mobile-navigation .tg-mobile-navigation-close{background-color:unset;border:unset;padding:unset;color:unset;cursor:pointer;position:absolute;right:20px;top:0;width:50px;height:50px;line-height:50px;text-align:center;font-size:18px}.tg-mobile-navigation .tg-mobile-navigation-close:before{content:"\f00d";font-family:fontawesome}.tg-mobile-navigation ul{list-style-type:none;padding:0;margin:0}.tg-mobile-navigation li{position:relative}.tg-mobile-navigation li.page_item_has_children,.tg-mobile-navigation li.menu-item-has-children{position:relative}.tg-mobile-navigation li.page_item_has_children .tg-submenu-toggle,.tg-mobile-navigation li.menu-item-has-children .tg-submenu-toggle{position:absolute;right:8px;top:0;display:block;padding:.5em .8em;background:unset;color:unset;border:unset}.tg-mobile-navigation li.page_item_has_children .tg-submenu-toggle:after,.tg-mobile-navigation li.menu-item-has-children .tg-submenu-toggle:after{content:'\f067';font-family:fontawesome;font-size:12px}.tg-mobile-navigation li.page_item_has_children ul,.tg-mobile-navigation li.menu-item-has-children ul{padding-left:15px;max-height:0;visibility:hidden;-webkit-transition:all .5s ease-out;transition:all .5s ease-out;overflow:hidden}.tg-mobile-navigation li.page_item_has_children.submenu--show>.tg-submenu-toggle:after,.tg-mobile-navigation li.menu-item-has-children.submenu--show>.tg-submenu-toggle:after{content:'\f068'}.tg-mobile-navigation li.page_item_has_children.submenu--show>ul,.tg-mobile-navigation li.menu-item-has-children.submenu--show>ul{max-height:500px;visibility:visible;overflow-y:scroll}.tg-mobile-navigation li.tg-menu-extras-wrap{display:none}.tg-mobile-navigation.tg-mobile-navigation--opened{visibility:visible;opacity:1;-webkit-transform:translateX(0);transform:translateX(0);-webkit-box-shadow:0 0 50px rgba(0,0,0,.1);box-shadow:0 0 50px rgba(0,0,0,.1)}.tg-mobile-navigation a{display:block;padding:.5em;padding-right:30px;word-break:break-all}.tg-mobile-navigation li.tg-menu-item-search{padding:.5em}.tg-mobile-navigation li.tg-menu-item-search label{display:block}.tg-mobile-navigation li.tg-menu-item-search .search-form{position:unset;width:100%;display:block}.tg-primary-menu>div ul li.tg-header-button-wrap a{color:#fff;background-color:#269bd1;padding:5px 10px;-webkit-transition:all .35s ease-in-out;transition:all .35s ease-in-out;border:0 solid #e9ecef}.tg-primary-menu>div ul li.tg-header-button-wrap a:hover{color:#fff;background-color:#1e7ba6}.tg-menu-item-cart .cart-page-link{position:relative}.tg-menu-item-cart .cart-page-link .count{display:-webkit-box;display:-ms-flexbox;display:flex;font-size:10px;width:16px;height:16px;background-color:#343a40;color:#fff;position:absolute;top:-5px;right:-10px;border-radius:50%;text-align:center;-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center}.tg-site-footer-bar .menu{display:-webkit-box;display:-ms-flexbox;display:flex;-ms-flex-wrap:wrap;flex-wrap:wrap;list-style-type:none;margin:0}.tg-site-footer-bar .menu li a{padding:0 .5em}.tg-primary-menu>div>ul>li.tg-menu-extras-wrap{margin:1em;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-align:center;-ms-flex-align:center;align-items:center}.tg-primary-menu>div>ul>li.tg-menu-extras-wrap .submenu-expand{cursor:pointer;width:28px;height:28px;padding:0;text-align:center}.tg-mobile-navigation li.menu-item-has-children .toggled-on+ul{max-height:500px}.tg-mobile-navigation li.menu-item-has-children .tg-submenu-toggle.toggled-on:after{content:"-"}.screen-reader-text{border:0;clip:rect(1px,1px,1px,1px);-webkit-clip-path:inset(50%);clip-path:inset(50%);height:1px;margin:-1px;overflow:hidden;padding:0;position:absolute !important;width:1px;word-wrap:normal !important}.screen-reader-text:focus{background-color:#e9ecef;border-radius:3px;-webkit-box-shadow:0 0 2px 2px rgba(0,0,0,.6);box-shadow:0 0 2px 2px rgba(0,0,0,.6);clip:auto !important;-webkit-clip-path:none;clip-path:none;color:#16181a;display:block;font-size:14px;font-weight:700;height:auto;left:5px;line-height:normal;padding:15px 23px 14px;text-decoration:none;top:5px;width:auto;z-index:100000}#content[tabindex="-1"]:focus{outline:0}.alignleft{display:inline;float:left;margin-right:1.5em}.alignright{display:inline;float:right;margin-left:1.5em}.aligncenter{clear:both;text-align:center;display:block;margin-left:auto;margin-right:auto}.tg-flex-left{margin-right:auto}.tg-flex-right{margin-left:auto}.wp-block-gallery.alignleft,.wp-block-gallery.alignright,.wp-block-gallery.aligncenter,.wp-block-social-links.alignleft,.wp-block-social-links.alignright,.wp-block-social-links.aligncenter{display:-webkit-box;display:-ms-flexbox;display:flex}.clear:before,.clear:after,.entry-content:before,.entry-content:after,.comment-content:before,.comment-content:after,.site-header:before,.site-header:after,.site-content:before,.site-content:after,.site-footer:before,.site-footer:after{display:table;content:""}.clear:after,.entry-content:after,.comment-content:after,.site-header:after,.site-content:after,.site-footer:after{clear:both}button,input[type=button],input[type=reset],input[type=submit]{border:0 solid #e9ecef;background-color:#269bd1;color:#fff;padding:.7rem 1rem}button:hover,input[type=button]:hover,input[type=reset]:hover,input[type=submit]:hover{background-color:#1e7ba6}.wp-block-button__link code{background-color:inherit}input[type=text],input[type=email],input[type=url],input[type=password],input[type=search],input[type=number],input[type=tel],input[type=range],input[type=date],input[type=month],input[type=week],input[type=time],input[type=datetime],input[type=datetime-local],input[type=color],select,textarea{color:#16181a;border:1px solid #dee2e6;padding:.7rem 1rem;width:100%;border-radius:0}input[type=text]:focus,input[type=email]:focus,input[type=url]:focus,input[type=password]:focus,input[type=search]:focus,input[type=number]:focus,input[type=tel]:focus,input[type=range]:focus,input[type=date]:focus,input[type=month]:focus,input[type=week]:focus,input[type=time]:focus,input[type=datetime]:focus,input[type=datetime-local]:focus,input[type=color]:focus,select:focus,textarea:focus{color:#51585f}input[type=search]{-webkit-appearance:none}input[type=checkbox],input[type=radio]{margin-right:.5rem;vertical-align:middle;display:inline-block}label{margin-bottom:.5rem;display:inline-block}select{border:1px solid #dee2e6;padding:.5rem}.tg-site-header-top{padding:.5em 0;background-color:#e9ecef}.tg-site-header-top .widget{margin:0}.tg-site-header-top .tg-header-top-left-content,.tg-site-header-top .tg-header-top-right-content{width:50%}.tg-site-header-top .tg-header-top-right-content{text-align:right}.tg-site-header-top .tg-header-top-right-content ul{-webkit-box-pack:end;-ms-flex-pack:end;justify-content:flex-end}.tg-site-header-top p{margin:0}.tg-site-header{border-bottom:1px solid #e9ecef;background-color:#fff}.tg-site-header.tg-site-header--center .tg-site-header-bottom .tg-container--flex{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column}.tg-site-header.tg-site-header--center .site-branding{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;text-align:center}.tg-site-header.tg-site-header--center .site-branding .custom-logo-link{margin-right:0}.tg-site-header.tg-site-header--center .tg-primary-menu{margin-left:initial;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center}.tg-site-header.tg-site-header--right .tg-site-header-bottom .tg-container--flex{-webkit-box-orient:horizontal;-webkit-box-direction:reverse;-ms-flex-direction:row-reverse;flex-direction:row-reverse}.tg-site-header.tg-site-header--right .tg-site-header-bottom .main-navigation ul{-webkit-box-pack:start;-ms-flex-pack:start;justify-content:flex-start}.tg-site-header.tg-site-header--right .site-branding{margin-left:20px}.tg-site-header.tg-site-header--right .site-branding .custom-logo-link{margin-right:0}.tg-site-header.tg-site-header--right .tg-primary-menu{margin-left:initial;margin-right:auto}.tg-site-header.tg-site-header--transparent{position:relative}.tg-site-header.tg-site-header--transparent .tg-header-transparent-wrapper{position:absolute;top:0;left:0;right:0;z-index:9999;height:auto;width:100%;background:0 0}.tg-site-header-bottom{padding-top:1em;padding-bottom:1em}.tg-site-header-bottom .tg-block--two{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-flex:1;-ms-flex:1;flex:1}.site-branding{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-align:center;-ms-flex-align:center;align-items:center}.site-branding .custom-logo-link{margin-right:20px;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-align:start;-ms-flex-align:start;align-items:flex-start}.site-branding .site-title{font-size:1.313rem;color:#16181a;font-weight:400;line-height:1.5}.site-branding .site-description{font-size:1rem}.site-branding .site-description,.site-branding .site-title{font-family:-apple-system,blinkmacsystemfont,"segoe ui",roboto,"oxygen-sans",ubuntu,cantarell,"helvetica neue",helvetica,arial,sans-serif;margin:0}.wp-custom-header img{margin:0 auto;width:100%;vertical-align:middle}.wp-custom-header:hover .wp-custom-header-video-button{visibility:visible;opacity:1;-webkit-transform:translateY(0);transform:translateY(0)}.wp-custom-header .wp-custom-header-video-button{position:absolute;top:calc(50% - 30px);left:calc(50% - 30px);z-index:9999;height:60px;width:60px;padding:10px;text-align:center;font-size:18px;border:none;outline:none;color:#fff;cursor:pointer;-webkit-box-shadow:0 0 60px rgba(0,0,0,.5);box-shadow:0 0 60px rgba(0,0,0,.5);-webkit-transition:opacity .35s,visibility .35s,-webkit-box-shadow .35s,-webkit-transform .35s;transition:opacity .35s,visibility .35s,-webkit-box-shadow .35s,-webkit-transform .35s;transition:box-shadow .35s,opacity .35s,visibility .35s,transform .35s;transition:box-shadow .35s,opacity .35s,visibility .35s,transform .35s,-webkit-box-shadow .35s,-webkit-transform .35s;opacity:0;visibility:hidden;-webkit-transform:translateY(10px);transform:translateY(10px)}.wp-custom-header .wp-custom-header-video-button:hover{-webkit-box-shadow:0 0 75px rgba(0,0,0,.8);box-shadow:0 0 75px rgba(0,0,0,.8)}.error-404{text-align:center}.error-404 .search-form{margin-top:20px}.site-content{margin-top:80px;margin-bottom:80px}#primary{width:70%;padding-right:60px}#secondary{width:30%;padding-left:60px;border-left:1px solid #e9ecef}.tg-site-layout--default #primary{width:unset;padding:0}.tg-site-layout--default #primary .entry-content>.alignfull{width:auto;margin-left:calc(50% - 50vw);margin-right:calc(50% - 50vw)}.tg-site-layout--default #primary .entry-content>.alignwide{margin-left:-100px;margin-right:-100px;max-width:unset}.tg-site-layout--default .content-area{max-width:760px;margin:0 auto}.tg-site-layout--default .hentry{margin:0 0 10em}.tg-site-layout--left .site-content .tg-container--flex{-webkit-box-orient:horizontal;-webkit-box-direction:reverse;-ms-flex-direction:row-reverse;flex-direction:row-reverse}.tg-site-layout--left #primary{padding-right:0;padding-left:60px}.tg-site-layout--left #secondary{padding-left:0;padding-right:60px;border-left:0 none;border-right:1px solid #e9ecef}.tg-site-layout--no-sidebar #primary{width:100%;padding-right:0}.tg-site-layout--no-sidebar #primary .entry-content>.alignfull{margin-left:calc(50% - 50vw);margin-right:calc(50% - 50vw);max-width:unset}.tg-site-layout--no-sidebar #primary .entry-content>.alignfull.wp-block-cover,.tg-site-layout--no-sidebar #primary .entry-content>.alignfull.wp-block-cover-image{width:unset}.tg-site-layout--no-sidebar #primary .entry-content>.alignwide{margin-left:-100px;margin-right:-100px;max-width:unset}.widget{margin:0 0 2.5rem}.widget .widget-title{font-size:1.2rem;font-weight:500;margin-bottom:1rem}.widget.widget_recent_comments ul li{padding:.5rem 0}.widget ul{margin:0;list-style-type:none}.widget ul li{border-bottom:1px solid #e9ecef}.widget ul li:last-child{border-bottom:none}.widget ul li a{padding:.5rem 0;display:inline-block}.widget ul li a+.post-date{margin-bottom:.5rem;display:block}.widget ul ul{padding-left:1em}.widget select{max-width:100%}.widget.widget_search .search-form label{width:100%}.widget.widget_calendar table td,.widget.widget_calendar table th{padding:inherit;text-align:center}.widget.widget_tag_cloud .tagcloud{display:-webkit-box;display:-ms-flexbox;display:flex;-ms-flex-wrap:wrap;flex-wrap:wrap}.widget.widget_tag_cloud .tagcloud a{font-size:1rem !important;border:1px solid;padding:5px 10px;margin:5px}.sticky{display:block}.hentry{margin:0 0 5em;border:0 solid #e9ecef}.single .hentry{border:0 solid #e9ecef}.updated:not(.published){display:none}.extra-hatom{display:none}.post-thumbnail{margin:0 0 1.5em}.entry-content{margin:0 0 3em}.entry-content p{margin-bottom:1.4em}.entry-content p:last-child{margin-bottom:0}.post-thumbnail{display:block}.page-links{clear:both;margin:0 0 1.5rem}.entry-title{margin:0 0 .5em;font-size:2.25rem;word-wrap:break-word}.entry-meta{margin:0 0 1.5em;border:0 solid #e9ecef}.entry-meta>span{margin-right:1.5rem;display:inline-block}.entry-meta>span:last-child{margin-right:0}.tg-meta-style-two .entry-meta span,.tg-meta-style-two .entry-meta a{color:#269bd1}.tg-meta-style-two .entry-meta a:hover{color:#1e7ba6}.tg-meta-style-two .entry-meta>span{display:inline-block}.tg-meta-style-two .entry-meta>span:before{display:inline-block;font-family:'FontAwesome';margin-right:5px}.tg-meta-style-two .entry-meta .byline:before{content:'\f007'}.tg-meta-style-two .entry-meta .posted-on:before{content:'\f017'}.tg-meta-style-two .entry-meta .cat-links:before{content:'\f07c'}.tg-meta-style-two .entry-meta .tags-links:before{content:'\f02c'}.tg-meta-style-two .entry-meta .comments-link:before{content:'\f075'}.tg-read-more-wrapper.tg-text-align--right{text-align:right}.tg-read-more-wrapper.tg-text-align--center{text-align:center}.tg-read-more-wrapper .tg-read-more{display:inline-block}.comment-content a{word-wrap:break-word}.bypostauthor{display:block}#comments{border-top:1px solid #e9ecef;padding-top:2rem}#comments .comment-list{list-style-type:none;margin-left:0}#comments .comment-list .children{list-style-type:none;margin-left:2rem}#comments .comment-list .comment-body{margin-bottom:2rem}#comments .comment-list .comment-meta{position:relative;margin-bottom:.5rem;min-height:40px}#comments .comment-list .comment-meta .comment-author img.avatar{position:absolute;left:0;top:0}#comments .comment-list .comment-meta .comment-author .fn{margin-left:3.5rem}#comments .comment-list .comment-meta .comment-author .says{display:none}#comments .comment-list .comment-meta .comment-metadata{margin-left:3.5rem}.comment-form-cookies-consent label{margin-bottom:0}.wp-caption{margin-bottom:1.5em;max-width:100%}.wp-caption img[class*=wp-image-]{display:block;margin-left:auto;margin-right:auto}.wp-caption .wp-caption-text{margin:.8075em 0}.wp-caption-text{text-align:center}.gallery{margin-bottom:1.5em}.gallery-item{display:inline-block;text-align:center;vertical-align:top;width:100%}.gallery-columns-2 .gallery-item{max-width:50%}.gallery-columns-3 .gallery-item{max-width:33.33%}.gallery-columns-4 .gallery-item{max-width:25%}.gallery-columns-5 .gallery-item{max-width:20%}.gallery-columns-6 .gallery-item{max-width:16.66%}.gallery-columns-7 .gallery-item{max-width:14.28%}.gallery-columns-8 .gallery-item{max-width:12.5%}.gallery-columns-9 .gallery-item{max-width:11.11%}.gallery-caption{display:block}.tg-oembed-container{position:relative;padding-top:56.25%;height:0;overflow:hidden;max-width:100%;height:auto}.tg-oembed-container iframe,.tg-oembed-container object,.tg-oembed-container embed{position:absolute;top:0;left:0;width:100%;height:100%}body .tg-oembed-container *{position:absolute;top:0;left:0;width:100%;height:100%}.tg-site-footer .site-info{text-align:center;padding:1rem 0}.tg-site-footer .tg-site-footer-widgets{border-top:1px solid #e9ecef}.tg-site-footer .tg-site-footer-widgets ul li a{display:block}.tg-site-footer .tg-footer-widget-container{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-ms-flex-pack:justify;justify-content:space-between;-ms-flex-wrap:wrap;flex-wrap:wrap;padding:60px 0 25px}.tg-site-footer .tg-footer-widget-container.tg-footer-widget-col--one .tg-footer-widget-area{width:100%}.tg-site-footer .tg-footer-widget-container.tg-footer-widget-col--two .tg-footer-widget-area{width:calc(50% - 20px)}.tg-site-footer .tg-footer-widget-container.tg-footer-widget-col--three .tg-footer-widget-area{width:calc(33.33% - 20px)}.tg-site-footer .tg-footer-widget-container.tg-footer-widget-col--four .tg-footer-widget-area{width:calc(25% - 20px)}.tg-site-footer .tg-footer-widget-container.tg-footer-widget--title-hidden .widget-title{display:none}.tg-site-footer .tg-site-footer-bar{padding-top:1em;padding-bottom:1em;border-top:0 solid #e9ecef}.tg-site-footer .tg-site-footer-bar .tg-container--flex{-webkit-box-pack:justify;-ms-flex-pack:justify;justify-content:space-between}.tg-site-footer .tg-site-footer-bar p{margin:0}.tg-site-footer .tg-site-footer-bar .tg-site-footer-section-1{-webkit-box-flex:1;-ms-flex:1;flex:1;margin-right:15px}.tg-site-footer .tg-site-footer-bar .tg-site-footer-section-1 ul{-webkit-box-pack:start;-ms-flex-pack:start;justify-content:flex-start}.tg-site-footer .tg-site-footer-bar .tg-site-footer-section-2{-webkit-box-flex:1;-ms-flex:1;flex:1;margin-left:15px;text-align:right}.tg-site-footer .tg-site-footer-bar .tg-site-footer-section-2 .menu{-webkit-box-pack:end;-ms-flex-pack:end;justify-content:flex-end}.tg-site-footer .tg-site-footer-bar .tg-site-footer-section-2 .widget{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;-webkit-box-align:end;-ms-flex-align:end;align-items:flex-end}.tg-site-footer .tg-site-footer-bar .tg-site-footer-section-2 .widget li{text-align:right}.tg-site-footer .tg-site-footer-bar.tg-site-footer-bar--center .tg-container--flex{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;-webkit-box-pack:normal;-ms-flex-pack:normal;justify-content:normal}.tg-site-footer .tg-site-footer-bar.tg-site-footer-bar--center .tg-site-footer-section-1,.tg-site-footer .tg-site-footer-bar.tg-site-footer-bar--center .tg-site-footer-section-2{text-align:center}.tg-site-footer .tg-site-footer-bar.tg-site-footer-bar--center .tg-site-footer-section-1 ul,.tg-site-footer .tg-site-footer-bar.tg-site-footer-bar--center .tg-site-footer-section-2 ul{-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center}.tg-site-footer .tg-site-footer-bar.tg-site-footer-bar--center .tg-site-footer-section-1 .widget,.tg-site-footer .tg-site-footer-bar.tg-site-footer-bar--center .tg-site-footer-section-2 .widget{-webkit-box-align:center;-ms-flex-align:center;align-items:center}.tg-site-footer .tg-site-footer-bar.tg-site-footer-bar--center .tg-site-footer-section-1 .widget li,.tg-site-footer .tg-site-footer-bar.tg-site-footer-bar--center .tg-site-footer-section-2 .widget li{text-align:center}.tg-scroll-to-top{position:fixed;right:20px;bottom:20px;width:50px;height:50px;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;z-index:999;visibility:hidden;opacity:0;-webkit-transform:translateY(0);transform:translateY(0);-webkit-transition:.5s all ease;transition:.5s all ease;color:#fff;background-color:#16181a}.tg-scroll-to-top:hover{color:#fff;background-color:#269bd1}.tg-scroll-to-top.tg-scroll-to-top--show{visibility:visible;opacity:1;-webkit-transform:translateY(-10px);transform:translateY(-10px)}.tg-overlay-wrapper{z-index:999;position:fixed;top:0;bottom:0;right:0;left:0;background-color:rgba(0,0,0,.05);display:none}.tg-overlay-wrapper.overlay-show{display:block}@media (min-width:769px){.tg-site-header--left .tg-block--two{margin-left:4em}}@media screen and (min-width:1024px){.tg-site-layout--default .post-thumbnail{display:block;margin-left:calc(50% - 26vw);margin-right:calc(50% - 26vw)}}@media screen and (max-width:768px){.page-template-pagebuilder #main .tg-container{padding-left:0;padding-right:0}.tg-container--separate #primary{padding-right:0}.tg-container--separate #secondary{padding-left:0}.tg-site-layout--left #primary,.tg-site-layout--left #secondary{padding:0}.main-navigation{display:none}.tg-site-header.tg-site-header--center .tg-primary-menu{display:none}.tg-container--boxed .tg-site{width:90%}.tg-container{padding-left:15px;padding-right:15px}.tg-site-header--center .site-branding{margin-bottom:1em}.tg-header-action-list .tg-header-action__item.tg-mobile-toggle{display:-webkit-box;display:-ms-flexbox;display:flex}.tg-site-header--left .tg-block--two{-webkit-box-pack:end;-ms-flex-pack:end;justify-content:flex-end}.tg-menu-item-search{margin-top:.5em}.tg-menu-item-search a{display:none}#primary{margin-bottom:60px}#primary.pagebuilder-content{margin-bottom:0}#primary,#secondary{width:100% !important;padding:0;border:none}#secondary .widget:last-child{margin-bottom:0}.tg-site-footer .tg-footer-widget-container{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column}.tg-site-footer .tg-footer-widget-container.tg-footer-widget-col--two .tg-footer-widget-area,.tg-site-footer .tg-footer-widget-container.tg-footer-widget-col--three .tg-footer-widget-area,.tg-site-footer .tg-footer-widget-container.tg-footer-widget-col--four .tg-footer-widget-area{width:100%}.tg-menu-item-cart .cart-page-link{display:inline-block}.tg-menu-item-cart .cart-page-link .count{top:0;right:20px}}@media screen and (max-width:600px){.tg-site-header-top{display:none}.tg-site-footer .tg-site-footer-bar .tg-container--flex{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;row-gap:.8rem}.tg-site-footer .tg-site-footer-bar .tg-site-footer-section-1,.tg-site-footer .tg-site-footer-bar .tg-site-footer-section-2{width:100%;text-align:center;margin:0}.tg-site-footer .tg-site-footer-bar .tg-site-footer-section-1 .menu,.tg-site-footer .tg-site-footer-bar .tg-site-footer-section-2 .menu{-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center}.tg-page-header .tg-container--flex{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column}.tg-page-header.tg-page-header--left-right .tg-page-header__title{margin-right:0}.tg-page-header.tg-page-header--left-right .breadcrumbs{margin-left:0}.tg-page-header.tg-page-header--right-left .tg-page-header__title{margin-left:0}.tg-page-header.tg-page-header--right-left .breadcrumbs{margin-right:0}}@media screen and (max-width:480px){.tg-mobile-navigation{width:calc(100% - 60px)}.site-branding{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;-webkit-box-align:start;-ms-flex-align:start;align-items:flex-start}}.tg-header-action-list .tg-header-action__item.tg-mobile-toggle{margin-left:10px;padding:.5em .8em}.tg-header-action-list .tg-header-action__item.tg-mobile-toggle>button{background:initial;color:inherit;border:initial;padding:initial;line-height:1}.tg-site-header--center .tg-header-action-list .tg-header-action__item.tg-mobile-toggle,.tg-site-header--right .tg-header-action-list .tg-header-action__item.tg-mobile-toggle{margin-left:0}.tg-header-action-list .tg-header-action__item.tg-mobile-toggle .tg-icon-bars{font-size:1.5rem;line-height:1.2}
button:hover,input[type=button]:hover,input[type=reset]:hover,input[type=submit]:hover{background-color:#1e7ba6}.main-navigation.tg-primary-menu>div ul li.tg-header-button-wrap a:hover{background-color:#1e7ba6}
A Not-So Naive ‘Naive Bayes’ In R - ProgrammingR Skip to content In this tutorial, I will present a probabilistic algorithm, for classifying data, called the naive Bayes’ algorithm. I say it is not so naive because, despite its simplicity it can be applied successfully to a wide range of problems in data science, machine learning and natural language processing. To keep things simple, I will show you how naive Bayes’ classifier works for binary data for a two class problem. With a good understanding of the working of this algorithm for a two class problem, it can be extended to categorical as well as continuous data for multiple classes.
A Bit Of History First let us trace the history of this algorithm. Here is a link to Thomas Bayes , who I would say is a super star of data science. Two years after his death an article with the following title was published in 1763:
An Essay Towards Solving A Problem In The Doctrine Of Chances
This was a marvelous piece of work on probability theory and I only wish Bayes knew what a tremendous impact this paper would have on data science and many other fields. Here I would show (in the simplest possible way) how we can apply Bayes’ theorem to a classification problem. Bayes’ theorem is given by:
Here C is a variable denoting a class, x is a feature vector. We’ll use x to denote a feature vector and xi to denote an individual feature. We say that P(C|x) is the posterior probability of a class given x, P(C) is the class prior, P(x|C) is the likelihood of data and P(x) is the evidence. In very simple words, the above mathematical formula shows us how we can update the probability of a class (in other words make conclusions about a class) when given the evidence (which is a data point). The class with the highest posterior probability is the predicted class in a classification problem.
From Bayes to Naive Bayes The only problem we face when practically applying Bayes’ theorem is the computation of P(x|C), which may require loads and loads of data for training. We make a simplifying assumption to compute P(x|C) and hence the name “naive Bayes”. Naive Bayes’ assumption is that features are independent given a class variable and we can state it mathematically as:
And hence Bayes’ theorem leads to a naive Bayes’ algorithm for computing posterior probability of a class as:
A Simple Example Before implementing this algorithm in R, let us take a very simple example to see how we apply naive Bayes’ for predicting which class, a given data point belongs to. The table below shows 10 training points, which we will use for building our model. Here we have three features and two classes. As this is binary data, we’ll use the symbols ~C for C=0 and C for C=1. Similarly, we’ll use ~xi for xi=0 and xi for xi=1. From the rules of probability we know that: P(~C) = 1-P(C) P(~xi|C) = 1-P(xi|C)
Training Points
Test points
Training Phase For Our Simple Example The training phase is quite simple. All we need is P(xi|C) for all features, i.e., for i ={1,2,3} and P(C).
P(x1|C) = 3/6, P(x2|C) = 4/6, P(x3|C) = 1/6
P(x1|~C) = 1/4, P(x2|~C) = 2/4, P(x3|~C)=3/4
P(C) = 6/10
I have not simplified the fractions deliberately, so that you can see how these values are computed.
Test Phase For Our Simple Example Now let us apply the mathematical model to determine the class of the test point. Here, I show you the computation for the first test point (1,1,0) and you can do it equivalently for the second test point.
Our predicted class is then Class 1 as the posterior for this class is higher than the posterior for Class 0. Note, we do not have to compute the evidence P(x=(1,1,0)), as it is the same for both classes and does not play a role in classifying a test point.
Our Simple Example In R Now let us build the framework for implementing our simple example in R. We need to implement the training phase as well as the test phase. During training we need the priors of both classes along with P(xi|C) and P(xi|~C) for each feature. The code we write should be flexible enough to cater for any set of features, whether 3 or 500 or even a million. So we can store P(x|C) as a vector. Also, note that even though we can directly derive P(~x|C) from P(x|C), most software packages store this parameter to speed up computations in the test phase.
The code for generating the mathematical naive Bayes’ model in R is given below. Since we are using binary data, getting the relative frequency of ones in a class is equivalent to taking column means by using R’s built in colMeans .
trainModel = function(trainData,labels){
#get the indices of the class 1 and class 0
class1 = labels==1
class0 = labels==0
#get the subset of data points for class 1 and class 0 respectively
dataClass1 = trainData[class1,]
dataClass0 = trainData[class0,]
#get P(x|C)
probxClass1= colMeans(dataClass1)
probxClass0 =colMeans(dataClass0)
#get P(~x|C)
probNotxClass1 = 1-probxClass1
probNotxClass0 = 1-probxClass0
#getP(C)
priorClass1 = mean(labels)
priorClass0 = 1-priorClass1
return (list(probxClass1=probxClass1, probxClass0=probxClass0, probNotxClass1=probNotxClass1,
probNotxClass0=probNotxClass0, priorClass1=priorClass1, priorClass0=priorClass0))
}
The code for the test phase is also given. All that is needed is the computation of the posterior of each class to determine our predicted class.
test = function(x,trainModel){
#first create matrix of prob same size as dat
r=nrow(x)
c=ncol(x)
probxClass1<-matrix(rep(trainModel$probxClass1,r),nrow=r,ncol=c,byrow=TRUE)
probxClass0<-matrix(rep(trainModel$probxClass0,r),nrow=r,ncol=c,byrow=TRUE)
probNotxClass1<-matrix(rep(trainModel$probNotxClass1,r),nrow=r,ncol=c,byrow=TRUE)
probNotxClass0<-matrix(rep(trainModel$probNotxClass0,r),nrow=r,ncol=c,byrow=TRUE)
#for class 1
ind = x==1
class1Matrix <- x
class1Matrix[ind]=probxClass1[ind]
class1Matrix[!ind]=probNotxClass1[!ind]
#for class 0
class0Matrix <- x
class0Matrix[ind]=probxClass0[ind]
class0Matrix[!ind]=probNotxClass0[!ind]
class1Pred = apply(class1Matrix,1,prod)*trainModel$priorClass1
class0Pred = apply(class0Matrix,1,prod)*trainModel$priorClass0
class1Posterior = class1Pred/(class1Pred+class0Pred)
class0Posterior = class0Pred /(class1Pred+class0Pred)
return(list(class1Posterior=class1Posterior,
class0Posterior=class0Posterior,
label=class1Pred>=class0Pred))
}
The code for the test phase is quite simple. I explain it for predicting class 1 only. class1Matrix stores the probability P(xi|C) in its corresponding location of the matrix. A step by step guide is given below:
Next we have the following line of code:
class1Pred = apply(class1Matrix,1,prod)*trainModel$priorClass1
This line takes the product of each element in a row and then multiplies it by the prior of that class. The function returns the posterior of the two classes as well as a variable called label, which would be TRUE if class 1 is predicted and FALSE if the predicted class is class 0. A very important thing to note here is that we accomplished everything without using any loops or iterations. By doing the proper math, we can implement lots of data science algorithms without writing very complicated code.
Next we talk about implementation issues and how to deal with them for practical applications, where the dataset might be huge with tons of training and test points.
Practical Considerations: Taking Logarithms All goes fine when working with naive Bayes’ as illustrated in our code. However, note that the probability of each feature is less than one. When taking products of values less than one, the overall value of P(x|C) becomes very small. For a large number of features you will run into underflow errors, either leading to values such as NaN or zero. We can overcome this problem by taking logarithms and noting that: log(ab) = log(a)+log(b)
Hence, we can compute log(P(C|x)) instead of P(C|x). Our predicted class would then be the class with a higher value of log((PC|X)).
Note again that ln(P(x)) does not play a role in deciding the class for a test point, but when writing math expressions, you must include it. Here I am using natural logarithms but you can use the logarithm with any base. Now the modified code for the training phase is given below:
trainModelLog = function(trainData,labels){
#get the indices of the class 1 and class 0
class1 = labels==1
class0 = labels==0
#get the subset of data points for class 1 and class 0 respectively
dataClass1 = trainData[class1,]
dataClass0 = trainData[class0,]
#get P(x|C)
probxClass1= colMeans(dataClass1)
probxClass0 =colMeans(dataClass0)
#get P(~x|C)
probNotxClass1 = 1-probxClass1
probNotxClass0 = 1-probxClass0
#get log(Px|C)
probxClass1 = log(probxClass1)
probxClass0 = log(probxClass0)
#get log(P(~x|C))
probNotxClass1 = log(probNotxClass1)
probNotxClass0 = log(probNotxClass0)
#getP(C) and P(~C)
priorClass1 = mean(labels)
priorClass0 = 1-priorClass1
#getlog(P(C)) and log(P(~C))
priorClass1 = log(priorClass1)
priorClass0 = log(priorClass0)
return (list(probxClass1=probxClass1, probxClass0=probxClass0, probNotxClass1=probNotxClass1,
probNotxClass0=probNotxClass0, priorClass1=priorClass1, priorClass0=priorClass0))
}
The modified code for the test phase is given below. Note the only difference in the test and testLog functions is that we are summing in case of log. Also, the function is returning class1Pred and class0Pred, which are the terms not involving the evidence P(x), i.e., class1Pred is simply computing the following:
ln(P(x1|C))+ln(P(x2|C))+…+ln(P(xn|C))+ln(P(C)) testLog = function(x,trainModel){
#first create matrix of prob same size as dat
r=nrow(x)
c=ncol(x)
probxClass1<-matrix(rep(trainModel$probxClass1,r),nrow=r,ncol=c,byrow=TRUE)
probxClass0<-matrix(rep(trainModel$probxClass0,r),nrow=r,ncol=c,byrow=TRUE)
probNotxClass1<-matrix(rep(trainModel$probNotxClass1,r),nrow=r,ncol=c,byrow=TRUE)
probNotxClass0<-matrix(rep(trainModel$probNotxClass0,r),nrow=r,ncol=c,byrow=TRUE)
#for class 1
ind = x==1
class1Matrix <- x
class1Matrix[ind]=probxClass1[ind]
class1Matrix[!ind]=probNotxClass1[!ind]
#for class 0
class0Matrix <- x
class0Matrix[ind]=probxClass0[ind]
class0Matrix[!ind]=probNotxClass0[!ind]
class1Pred = apply(class1Matrix,1,sum)+trainModel$priorClass1
class0Pred = apply(class0Matrix,1,sum)+trainModel$priorClass0
return(list(class1Pred=class1Pred,class0Pred=class0Pred,
label=class1Pred>=class0Pred))
}
Smoothing Probability Estimates We are almost done with a practical implementation of naive Bayes’ classifier for binary classification. The only problem left for us to handle is when our training point has no occurrence of a certain value. Imagine an entire feature having only ones and not a single zero for a particular class. This would mean that P(xi|C) is zero, hence reducing the posterior of that class to zero and the entire model collapses. The example below illustrates an instance of this problem, where I have added a fourth feature x4:
We can see that feature 4 has only zero values in class 1, giving us P(x4=1|C)=0. There are several ways of dealing with this issue, and in case of naive Bayes’ we can obtain smoothed estimates of probability. Even if you do not have the above mentioned problem in your dataset, I still recommend smoothing your probability estimates as it produces great results. We can obtain a smoothed estimate of probability by using the following expression:
Here k is called the smoothing parameter and you can set it to different values. When k = 0, no smoothing takes place and we have raw estimates of probability. Everything works as mentioned in our examples above. When k>0, we get smoothed estimates. My advise is to use k =1, which is a special type of smoothing called Laplacian smoothing. The variable d in the expression above represents the total number of different values of a. So in our case of binary numeric variables and binary classes d = 2. Let us repeat the training phase by applying Laplacian smoothing to compute probability estimates. P(x1|C) = (3+1)/(6+2) = 4/8, P(x2|C) = (4+1)/(6+2)=5/8, P(x3|C) = (1+1)/(6+2)=2/8, P(x4|C) = (0+1)/(6+2)=1/8 Similarly for class = 0, we get: P(x1|~C) = 2/6, P(x2|~C) = 3/6, P(x3|~C)=4/6, P(x4|~C)=3/6 Similarly the priors are: P(C) = 7/12 P(~C) = 5/12
One important point to note here is that there is a considerable difference between our smoothed and raw (un-smoothed) estimates of probability. This would be true whenever your total sample points are very small in number. For bigger sets (for example 1000 or more), the smoothed estimates would be very close to the raw estimates.
Here is the modified training phase that incorporates logarithms as well as Laplacian smoothing for probability estimates:
trainModelLogSmooth = function(trainData,labels){
#get the indices of the class 1 and class 0
class1 = labels==1
class0 = labels==0
#get the subset of data points for class 1 and class 0 respectively
dataClass1 = trainData[class1,]
dataClass0 = trainData[class0,]
#get P(x|C) and P(x|~C) via Laplacian smoothing
probxClass1= (colSums(dataClass1)+1)/(nrow(dataClass1)+2)
probxClass0= (colSums(dataClass0)+1)/(nrow(dataClass0)+2)
#get P(~x|C)
probNotxClass1 = 1-probxClass1
probNotxClass0 = 1-probxClass0
#get log(Px|C)
probxClass1 = log(probxClass1)
probxClass0 = log(probxClass0)
#get log(P(~x|C))
probNotxClass1 = log(probNotxClass1)
probNotxClass0 = log(probNotxClass0)
#getP(C) and P(~C)
priorClass1 = (sum(labels)+1)/(length(labels)+2)
priorClass0 = 1-priorClass1
#getlog(P(C)) and log(P(~C))
priorClass1 = log(priorClass1)
priorClass0 = log(priorClass0)
return (list(probxClass1=probxClass1, probxClass0=probxClass0, probNotxClass1=probNotxClass1,
probNotxClass0=probNotxClass0, priorClass1=priorClass1, priorClass0=priorClass0))
}
The test phase remains as it was before.
Putting It All Together Here is the script you can run in R that makes a call to load the data file, build a model and then use the model to find predictions for the test points. You can download the training data trainSimple1.txt and testSimple1.txt, which contain 4 features or you can use trainSimple.txt and testSimple.txt with 3 features.
You can play around with this code and look at the various parameters being stored in naiveModel. The final prediction for each class can be viewed by looking at predict$label.
Further Readings I hope you enjoyed this tutorial and have fun with naive Bayes’ classifier for various projects. There are many good references out there for naive Bayes’ algorithm but one of my favorite starting points is Tom Mitchel’s book: “Introduction to Machine Learning. ” You can also download some additional chapters on naive Bayes’ and probability estimation .
About The Author Mehreen Saeed is an academic and an independent researcher. I did my PhD in AI in 1999 from University of Bristol, worked in the industry for two years and then joined the academia. My last thirteen years were spent in teaching, learning and researching at FAST NUCES . My LinkedIn profile.
Scroll to top