From 9150fad94bf9cdcd678386e266d50252575494d0 Mon Sep 17 00:00:00 2001 From: Adithya S K Date: Tue, 22 Oct 2024 15:59:37 +0530 Subject: [PATCH] updated notebooks - Adithya S K --- ...erstanding_embeddings_and_similarity.ipynb | 5389 +++++------------ RAG/01_Basic_RAG/notebook.ipynb | 2 +- 2 files changed, 1452 insertions(+), 3939 deletions(-) diff --git a/RAG/00_RAG_from_Scratch/Understanding_embeddings_and_similarity.ipynb b/RAG/00_RAG_from_Scratch/Understanding_embeddings_and_similarity.ipynb index 8a88c2c..69909ee 100644 --- a/RAG/00_RAG_from_Scratch/Understanding_embeddings_and_similarity.ipynb +++ b/RAG/00_RAG_from_Scratch/Understanding_embeddings_and_similarity.ipynb @@ -14,36 +14,15 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { - "id": "HPl0oIjHgTUW", - "outputId": "efa7d213-53d8-4411-dde9-4d1d0a751a68", "colab": { "base_uri": "https://localhost:8080/" - } + }, + "id": "HPl0oIjHgTUW", + "outputId": "efa7d213-53d8-4411-dde9-4d1d0a751a68" }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "\u001b[?25l \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/255.8 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[90m╺\u001b[0m\u001b[90m━━━━\u001b[0m \u001b[32m225.3/255.8 kB\u001b[0m \u001b[31m6.9 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m255.8/255.8 kB\u001b[0m \u001b[31m3.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", - " Building wheel for wikipedia-api (setup.py) ... \u001b[?25l\u001b[?25hdone\n", - "Requirement already satisfied: rich in /usr/local/lib/python3.10/dist-packages (13.9.2)\n", - "Requirement already satisfied: markdown-it-py>=2.2.0 in /usr/local/lib/python3.10/dist-packages (from rich) (3.0.0)\n", - "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /usr/local/lib/python3.10/dist-packages (from rich) (2.18.0)\n", - "Requirement already satisfied: typing-extensions<5.0,>=4.0.0 in /usr/local/lib/python3.10/dist-packages (from rich) (4.12.2)\n", - "Requirement already satisfied: mdurl~=0.1 in /usr/local/lib/python3.10/dist-packages (from markdown-it-py>=2.2.0->rich) (0.1.2)\n", - "Collecting pypdf2\n", - " Downloading pypdf2-3.0.1-py3-none-any.whl.metadata (6.8 kB)\n", - "Downloading pypdf2-3.0.1-py3-none-any.whl (232 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m232.6/232.6 kB\u001b[0m \u001b[31m6.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hInstalling collected packages: pypdf2\n", - "Successfully installed pypdf2-3.0.1\n" - ] - } - ], + "outputs": [], "source": [ "!pip install -q sentence-transformers\n", "!pip install -q wikipedia-api\n", @@ -55,24 +34,15 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": { - "id": "l8YYlEl5gTUX", - "outputId": "ec87005e-7b89-4f03-e124-b2ae615a12a3", "colab": { "base_uri": "https://localhost:8080/" - } + }, + "id": "l8YYlEl5gTUX", + "outputId": "ec87005e-7b89-4f03-e124-b2ae615a12a3" }, - "outputs": [ - { - "output_type": "stream", - "name": "stderr", - "text": [ - "/usr/local/lib/python3.10/dist-packages/sentence_transformers/cross_encoder/CrossEncoder.py:13: TqdmExperimentalWarning: Using `tqdm.autonotebook.tqdm` in notebook mode. Use `tqdm.tqdm` instead to force console mode (e.g. in jupyter console)\n", - " from tqdm.autonotebook import tqdm, trange\n" - ] - } - ], + "outputs": [], "source": [ "import re\n", "import os\n", @@ -94,7 +64,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -103,1379 +73,7 @@ "id": "xH4ZZ5xUgTUY", "outputId": "f7ee1d6c-f0fa-4f59-8f3e-bdec7538cad2" }, - "outputs": [ - { - "output_type": "display_data", - "data": { - "text/plain": [ - "Hayao Miyazaki \u001b[1m(\u001b[0m宮崎 駿 or 宮﨑 駿, Miyazaki Hayao, ; born January \u001b[1;36m5\u001b[0m, \u001b[1;36m1941\u001b[0m\u001b[1m)\u001b[0m is a Japanese animator, filmmaker, and \n", - "manga artist. A founder of Studio Ghibli, he has attained international acclaim as a masterful storyteller and \n", - "creator of Japanese animated feature films, and is widely regarded as one of the most accomplished filmmakers in \n", - "the history of animation.\n", - "Born in Tokyo City, Miyazaki expressed interest in manga and animation from an early age. He joined Toei Animation \n", - "in \u001b[1;36m1963\u001b[0m, working as an inbetween artist and key animator on films like Gulliver's Travels Beyond the Moon \u001b[1m(\u001b[0m\u001b[1;36m1965\u001b[0m\u001b[1m)\u001b[0m, \n", - "Puss in Boots \u001b[1m(\u001b[0m\u001b[1;36m1969\u001b[0m\u001b[1m)\u001b[0m, and Animal Treasure Island \u001b[1m(\u001b[0m\u001b[1;36m1971\u001b[0m\u001b[1m)\u001b[0m, before moving to A-Pro in \u001b[1;36m1971\u001b[0m, where he co-directed Lupin\n", - "the Third Part I \u001b[1m(\u001b[0m\u001b[1;36m1971\u001b[0m–\u001b[1;36m1972\u001b[0m\u001b[1m)\u001b[0m alongside Isao Takahata. After moving to Zuiyō Eizō \u001b[1m(\u001b[0mlater Nippon Animation\u001b[1m)\u001b[0m in \u001b[1;36m1973\u001b[0m, \n", - "Miyazaki worked as an animator on World Masterpiece Theater and directed the television series Future Boy Conan \n", - "\u001b[1m(\u001b[0m\u001b[1;36m1978\u001b[0m\u001b[1m)\u001b[0m. He joined Tokyo Movie Shinsha in \u001b[1;36m1979\u001b[0m to direct his first feature film The Castle of Cagliostro \u001b[1m(\u001b[0m\u001b[1;36m1979\u001b[0m\u001b[1m)\u001b[0m and \n", - "the television series Sherlock Hound \u001b[1m(\u001b[0m\u001b[1;36m1984\u001b[0m–\u001b[1;36m1985\u001b[0m\u001b[1m)\u001b[0m. He wrote and illustrated the manga Nausicaä of the Valley of the \n", - "Wind \u001b[1m(\u001b[0m\u001b[1;36m1982\u001b[0m–\u001b[1;36m1994\u001b[0m\u001b[1m)\u001b[0m and directed the \u001b[1;36m1984\u001b[0m film adaptation produced by Topcraft.\n", - "Miyazaki co-founded Studio Ghibli in \u001b[1;36m1985\u001b[0m, writing and directing films such as Laputa: Castle in the Sky \u001b[1m(\u001b[0m\u001b[1;36m1986\u001b[0m\u001b[1m)\u001b[0m, My\n", - "Neighbor Totoro \u001b[1m(\u001b[0m\u001b[1;36m1988\u001b[0m\u001b[1m)\u001b[0m, Kiki's Delivery Service \u001b[1m(\u001b[0m\u001b[1;36m1989\u001b[0m\u001b[1m)\u001b[0m, and Porco Rosso \u001b[1m(\u001b[0m\u001b[1;36m1992\u001b[0m\u001b[1m)\u001b[0m, which were met with critical and \n", - "commercial success in Japan. Miyazaki's Princess Mononoke \u001b[1m(\u001b[0m\u001b[1;36m1997\u001b[0m\u001b[1m)\u001b[0m was the first animated film to win the Japan \n", - "Academy Film Prize for Picture of the Year and briefly became the highest-grossing film in Japan; its Western \n", - "distribution increased Ghibli's worldwide popularity and influence. Spirited Away \u001b[1m(\u001b[0m\u001b[1;36m2001\u001b[0m\u001b[1m)\u001b[0m became Japan's \n", - "highest-grossing film and won the Academy Award for Best Animated Feature; it is frequently ranked among the \n", - "greatest films of the 21st century. Miyazaki's later films—Howl's Moving Castle \u001b[1m(\u001b[0m\u001b[1;36m2004\u001b[0m\u001b[1m)\u001b[0m, Ponyo \u001b[1m(\u001b[0m\u001b[1;36m2008\u001b[0m\u001b[1m)\u001b[0m, and The Wind \n", - "Rises \u001b[1m(\u001b[0m\u001b[1;36m2013\u001b[0m\u001b[1m)\u001b[0m—also enjoyed critical and commercial success. He retired from feature films in \u001b[1;36m2013\u001b[0m but later returned\n", - "to make The Boy and the Heron \u001b[1m(\u001b[0m\u001b[1;36m2023\u001b[0m\u001b[1m)\u001b[0m, which won the Academy Award for Best Animated Feature.\n", - "Miyazaki's works are frequently subject to scholarly analysis and have been characterized by the recurrence of \n", - "themes such as humanity's relationship with nature and technology, the importance of art and craftsmanship, and the\n", - "difficulty of maintaining a pacifist ethic in a violent world. His protagonists are often strong girls or young \n", - "women, and several of his films present morally ambiguous antagonists with redeeming qualities. Miyazaki's works \n", - "have been highly praised and awarded; he was named a Person of Cultural Merit for outstanding cultural \n", - "contributions in \u001b[1;36m2012\u001b[0m, and received the Academy Honorary Award for his impact on animation and cinema in \u001b[1;36m2014\u001b[0m. \n", - "Miyazaki has frequently been cited as an inspiration for numerous animators, directors, and writers.\n", - "\n", - "Early life\n", - "Hayao Miyazaki was born on January \u001b[1;36m5\u001b[0m, \u001b[1;36m1941\u001b[0m, in the town Akebono-cho in Hongō, Tokyo City, Empire of Japan, the \n", - "second of four sons. His father, Katsuji Miyazaki \u001b[1m(\u001b[0mborn \u001b[1;36m1915\u001b[0m\u001b[1m)\u001b[0m, was the director of Miyazaki Airplane, his brother's\n", - "company, which manufactured rudders for fighter planes during World War II. The business allowed his family to \n", - "remain affluent during Miyazaki's early life. Miyazaki's father enjoyed purchasing paintings and demonstrating them\n", - "to guests, but otherwise had little known artistic understanding. He was in the Imperial Japanese Army around \u001b[1;36m1940\u001b[0m,\n", - "discharged and lectured about disloyalty after declaring to his commanding officer that he wished not to fight \n", - "because of his wife and young child. According to Miyazaki, his father often told him about his exploits, claiming \n", - "he continued to attend nightclubs after turning \u001b[1;36m70\u001b[0m. Katsuji Miyazaki died on March \u001b[1;36m18\u001b[0m, \u001b[1;36m1993\u001b[0m. After his death, \n", - "Miyazaki felt he had often looked at his father negatively and that he had never said anything \u001b[32m\"lofty or \u001b[0m\n", - "\u001b[32minspiring\"\u001b[0m. He regretted not having a serious discussion with his father, and felt he had inherited his \n", - "\u001b[32m\"anarchistic feelings and his lack of concern about embracing contradictions\"\u001b[0m.\n", - "\n", - "Some of Miyazaki's earliest memories are of \u001b[32m\"bombed-out cities\"\u001b[0m. In \u001b[1;36m1944\u001b[0m, when he was three years old, Miyazaki's \n", - "family evacuated to Utsunomiya. After the bombing of Utsunomiya in July \u001b[1;36m1945\u001b[0m, he and his family evacuated to \n", - "Kanuma. The bombing left a lasting impression on Miyazaki, then aged four. As a child, Miyazaki suffered from \n", - "digestive problems, and was told he would not live beyond \u001b[1;36m20\u001b[0m, making him feel like an outcast; he considered \n", - "himself \u001b[32m\"clumsy and weak\"\u001b[0m, protected at school by his older brother. From \u001b[1;36m1947\u001b[0m to \u001b[1;36m1955\u001b[0m, Miyazaki's mother Yoshiko \n", - "suffered from spinal tuberculosis; she spent the first few years in hospital before being nursed from home, forcing\n", - "Miyazaki and his siblings to take over domestic duties. Yoshiko was frugal, and described as a strict, intellectual\n", - "woman who regularly questioned \u001b[32m\"socially accepted norms\"\u001b[0m. She was closest with Miyazaki, and had a strong influence\n", - "on him and his later work. Yoshiko Miyazaki died in July \u001b[1;36m1983\u001b[0m at the age of \u001b[1;36m72\u001b[0m.\n", - "Miyazaki began school as an evacuee in \u001b[1;36m1947\u001b[0m, at an elementary school in Utsunomiya, completing the first through \n", - "third grades. After his family moved back to Suginami-ku in \u001b[1;36m1950\u001b[0m, Miyazaki completed the fourth grade at Ōmiya \n", - "Elementary School, and fifth grade at Eifuku Elementary School, which was newly established after splitting off \n", - "from Ōmiya Elementary. After graduating from Eifuku as part of the first graduating class, he attended Ōmiya Junior\n", - "High School. He aspired to become a manga artist, but discovered he could not draw people; instead, he drew planes,\n", - "tanks, and battleships for several years. Miyazaki was influenced by several manga artists, such as Tetsuji \n", - "Fukushima, Soji Yamakawa and Osamu Tezuka. Miyazaki destroyed much of his early work, believing it was \u001b[32m\"bad form\"\u001b[0m \n", - "to copy Tezuka's style as it was hindering his own development as an artist. He preferred to see artists like \n", - "Tezuka as fellow artists rather than idols to worship. Around this time, Miyazaki often saw movies with his father,\n", - "who was an avid moviegoer; memorable films for Miyazaki include Meshi \u001b[1m(\u001b[0m\u001b[1;36m1951\u001b[0m\u001b[1m)\u001b[0m and Tasogare Sakaba \u001b[1m(\u001b[0m\u001b[1;36m1955\u001b[0m\u001b[1m)\u001b[0m.\n", - "After graduating from Ōmiya Junior High, Miyazaki attended Toyotama High School. During his third and final year, \n", - "Miyazaki's interest in animation was sparked by Panda and the Magic Serpent \u001b[1m(\u001b[0m\u001b[1;36m1958\u001b[0m\u001b[1m)\u001b[0m, Japan's first feature-length \n", - "animated film in color; he had sneaked out to watch the film instead of studying for his entrance exams. Miyazaki \n", - "later recounted that, falling in love with its heroine, the film moved him to tears and left a profound impression,\n", - "prompting him to create work true to his own feelings instead of imitating popular trends; he wrote the film's \n", - "\u001b[32m\"pure, earnest world\"\u001b[0m promoted a side of him that \u001b[32m\"yearned desperately to affirm the world rather than negate it\"\u001b[0m. \n", - "After graduating from Toyotama, Miyazaki attended Gakushuin University in the department of political economy, \n", - "majoring in Japanese Industrial Theory; he considered himself a poor student as he instead focused on art. He \n", - "joined the \u001b[32m\"Children's Literature Research Club\"\u001b[0m, the \u001b[32m\"closest thing back then to a comics club\"\u001b[0m; he was sometimes \n", - "the sole member of the club. In his free time, Miyazaki would visit his art teacher from middle school and sketch \n", - "in his studio, where the two would drink and \u001b[32m\"talk about politics, life, all sorts of things\"\u001b[0m. Around this time, he\n", - "also drew manga; he never completed any stories, but accumulated thousands of pages of the beginnings of stories. \n", - "He also frequently approached manga publishers to rent their stories. In \u001b[1;36m1960\u001b[0m, Miyazaki was a bystander during the \n", - "Anpo protests, having developed an interest after seeing photographs in Asahi Graph; by that point, he was too late\n", - "to participate in the demonstrations. Miyazaki graduated from Gakushuin in \u001b[1;36m1963\u001b[0m with degrees in political science \n", - "and economics.\n", - "\n", - "Career\n", - "Early career\n", - "In \u001b[1;36m1963\u001b[0m, Miyazaki was employed at Toei Doga; this was the last year the company hired regularly. He began renting a\n", - "four-and-a-half tatami \u001b[1m(\u001b[0m\u001b[1;36m7.4\u001b[0m m2; \u001b[1;36m80\u001b[0m sq ft\u001b[1m)\u001b[0m apartment in Nerima, Tokyo, near Toei's studio; the rent was ¥\u001b[1;36m6\u001b[0m,\u001b[1;36m000\u001b[0m, \n", - "while his salary at Toei was ¥\u001b[1;36m19\u001b[0m,\u001b[1;36m500\u001b[0m. Miyazaki worked as an inbetween artist on the theatrical feature films Doggie\n", - "March \u001b[1m(\u001b[0m\u001b[1;36m1963\u001b[0m\u001b[1m)\u001b[0m and Gulliver's Travels Beyond the Moon \u001b[1m(\u001b[0m\u001b[1;36m1965\u001b[0m\u001b[1m)\u001b[0m and the television anime Wolf Boy Ken \u001b[1m(\u001b[0m\u001b[1;36m1963\u001b[0m\u001b[1m)\u001b[0m. His \n", - "proposed changes to the ending of Gulliver's Travels Beyond the Moon were accepted by its director; he was \n", - "uncredited but his work was praised. Miyazaki found inbetween art unsatisfying and wanted to work on more \n", - "expressive designs. He was a leader in a labor dispute soon after his arrival at Toei, and became chief secretary \n", - "of its labor union in \u001b[1;36m1964\u001b[0m; its vice-chairman was Isao Takahata, with whom Miyazaki would form a lifelong \n", - "collaboration and friendship. Around this time, Miyazaki questioned his career choice and considered leaving the \n", - "industry; a screening of The Snow Queen in \u001b[1;36m1964\u001b[0m moved him, prompting him to continue working \u001b[32m\"with renewed \u001b[0m\n", - "\u001b[32mdetermination\"\u001b[0m. \n", - "During production of the anime series Shōnen Ninja Kaze no Fujimaru \u001b[1m(\u001b[0m\u001b[1;36m1964\u001b[0m–\u001b[1;36m1965\u001b[0m\u001b[1m)\u001b[0m, Miyazaki moved from inbetween art \n", - "to key animation, and worked in the latter role on two episodes of Sally the Witch \u001b[1m(\u001b[0m\u001b[1;36m1966\u001b[0m–\u001b[1;36m1968\u001b[0m\u001b[1m)\u001b[0m and several of \n", - "Hustle Punch \u001b[1m(\u001b[0m\u001b[1;36m1965\u001b[0m–\u001b[1;36m1966\u001b[0m\u001b[1m)\u001b[0m and Rainbow Sentai Robin \u001b[1m(\u001b[0m\u001b[1;36m1966\u001b[0m–\u001b[1;36m1967\u001b[0m\u001b[1m)\u001b[0m. Concerned that opportunities to work on creative \n", - "projects and feature films would become scarce following an increase in animated television, Miyazaki volunteered \n", - "in \u001b[1;36m1964\u001b[0m to work on the film The Great Adventure of Horus, Prince of the Sun \u001b[1m(\u001b[0m\u001b[1;36m1968\u001b[0m\u001b[1m)\u001b[0m; he was chief animator, concept \n", - "artist, and scene designer, and was credited as \u001b[32m\"scene designer\"\u001b[0m to reflect his role. On the film, he worked \n", - "closely with his mentor, Yasuo Ōtsuka, whose approach to animation profoundly influenced Miyazaki's work. Directed \n", - "by Takahata, the film was highly praised, and deemed a pivotal work in the evolution of animation, though its \n", - "limited release and minimal promotion led to a disappointing box office result, among Toei Animation's worst, which\n", - "threatened the studio financially.\n", - "Miyazaki moved to a residence in Higashimurayama after his wedding in October \u001b[1;36m1965\u001b[0m, to Ōizumigakuenchō after the \n", - "birth of his second son in April \u001b[1;36m1969\u001b[0m, and to Tokorozawa in \u001b[1;36m1970\u001b[0m.\n", - "Miyazaki provided key animation for The Wonderful World of Puss \u001b[32m'n Boots \u001b[0m\u001b[32m(\u001b[0m\u001b[32m1969\u001b[0m\u001b[32m)\u001b[0m\u001b[32m, directed by Kimio Yabuki. He \u001b[0m\n", - "\u001b[32mcreated a 12-chapter manga series as a promotional tie-in for the film; the series ran in the Sunday edition of \u001b[0m\n", - "\u001b[32mTokyo Shimbun from January to March 1969. Miyazaki later proposed scenes in the screenplay for Flying Phantom Ship \u001b[0m\n", - "\u001b[32m(\u001b[0m\u001b[32m1969\u001b[0m\u001b[32m)\u001b[0m\u001b[32m in which military tanks would cause mass hysteria in downtown Tokyo, and was hired to storyboard and animate\u001b[0m\n", - "\u001b[32mthe scenes. Beginning a shift towards slow-paced productions featuring mostly female protagonists, he provided key \u001b[0m\n", - "\u001b[32manimation for Moomin \u001b[0m\u001b[32m(\u001b[0m\u001b[32m1969\u001b[0m\u001b[32m)\u001b[0m\u001b[32m, two episodes of Himitsu no Akko-chan \u001b[0m\u001b[32m(\u001b[0m\u001b[32m1969–1970\u001b[0m\u001b[32m)\u001b[0m\u001b[32m, and one episode of Sarutobi Ecchan \u001b[0m\n", - "\u001b[32m(\u001b[0m\u001b[32m1971\u001b[0m\u001b[32m)\u001b[0m\u001b[32m, and was organizer and key animator for Ali Baba and the Forty Thieves \u001b[0m\u001b[32m(\u001b[0m\u001b[32m1971\u001b[0m\u001b[32m)\u001b[0m\u001b[32m. Under the pseudonym Akitsu \u001b[0m\n", - "\u001b[32mSaburō \u001b[0m\u001b[32m(\u001b[0m\u001b[32m秋津 三朗\u001b[0m\u001b[32m)\u001b[0m\u001b[32m, Miyazaki wrote and illustrated the manga People of the Desert, published in 26 installments \u001b[0m\n", - "\u001b[32mbetween September 1969 and March 1970 in Boys and Girls Newspaper \u001b[0m\u001b[32m(\u001b[0m\u001b[32m少年少女新聞, Shōnen shōjo shinbun\u001b[0m\u001b[32m)\u001b[0m\u001b[32m. He was \u001b[0m\n", - "\u001b[32minfluenced by illustrated stories such as Fukushima'\u001b[0ms Evil Lord of the Desert \u001b[1m(\u001b[0m沙漠の魔王, Sabaku no maō\u001b[1m)\u001b[0m. In \u001b[1;36m1971\u001b[0m,\n", - "Miyazaki developed structure, characters, and designs for Hiroshi Ikeda's adaptation of Animal Treasure Island, \n", - "providing key animation and script development. He created the \u001b[1;36m13\u001b[0m-part manga adaptation, printed in Tokyo Shimbun \n", - "from January to March \u001b[1;36m1971\u001b[0m.\n", - "Miyazaki left Toei Animation in August \u001b[1;36m1971\u001b[0m, having become dissatisfied by the lack of creative prospects and \n", - "autonomy, and by confrontations with management regarding The Great Adventure of Horus. He followed Takahata and \n", - "Yōichi Kotabe to A-Pro, where he directed, or co-directed with Takahata, \u001b[1;36m17\u001b[0m of the \u001b[1;36m23\u001b[0m episodes of Lupin the Third \n", - "Part I, originally intended as a movie project. This was Miyazaki's directorial debut. He and Takahata were engaged\n", - "to emphasize the series' humor over its violence. The two also began pre-production on a series based on Astrid \n", - "Lindgren's Pippi Longstocking books, designing extensive storyboards; Miyazaki and Tokyo Movie Shinsha president \n", - "Yutaka Fujioka traveled to Sweden to secure the rights—Miyazaki's first trip outside Japan and possibly the first \n", - "overseas trip for any Japanese animator for a production—but the series was canceled after they were unable to meet\n", - "Lindgren, and permission was refused to complete the project. Foreign travel left an impression on Miyazaki; using \n", - "concepts, scripts, design, and animation from the project, he wrote, designed and animated two Panda! Go, Panda! \n", - "shorts in \u001b[1;36m1972\u001b[0m and \u001b[1;36m1973\u001b[0m, with Takahata as director and Ōtsuka as animation director. Their choice of pandas was \n", - "inspired by the panda craze in Japan at the time.\n", - "Miyazaki drew storyboards for the first episode of The Gutsy Frog in \u001b[1;36m1971\u001b[0m \u001b[1m(\u001b[0mthough they went unused\u001b[1m)\u001b[0m, provided key \n", - "animation and storyboards for two episodes of Akado Suzunosuke in \u001b[1;36m1972\u001b[0m, and delivered key animation for one episode\n", - "each of Kōya no Shōnen Isamu \u001b[1m(\u001b[0mdirected by Takahata\u001b[1m)\u001b[0m and Samurai Giants in \u001b[1;36m1973\u001b[0m. In \u001b[1;36m1972\u001b[0m, he directed a five-minute \n", - "pilot film for the television series Yuki's Sun; the series was never produced, and the pilot fell into obscurity \n", - "before resurfacing as part of a Blu-ray release of Miyazaki's works in \u001b[1;36m2014\u001b[0m. In June \u001b[1;36m1973\u001b[0m, Miyazaki and Takahata \n", - "moved from A-Pro to Zuiyō Eizō, where they worked on World Masterpiece Theater, which featured their animation \n", - "series Heidi, Girl of the Alps, an adaptation of Johanna Spyri's Heidi. The production team wanted the series to \n", - "set new heights for television animation, and Miyazaki traveled to Switzerland to research and sketch in \n", - "preparation. Zuiyō Eizō split into two companies in July \u001b[1;36m1975\u001b[0m; Miyazaki and Takahata's branch became Nippon \n", - "Animation. They briefly worked on Dog of Flanders in \u001b[1;36m1975\u001b[0m before moving on to the larger-scale \u001b[1;36m3000\u001b[0m Leagues in \n", - "Search of Mother \u001b[1m(\u001b[0m\u001b[1;36m1976\u001b[0m\u001b[1m)\u001b[0m, directed by Takahata, for which Miyazaki traveled to Argentina and Italy as research.\n", - "In \u001b[1;36m1977\u001b[0m, Miyazaki was chosen to direct his first animated television series, Future Boy Conan; he directed \u001b[1;36m24\u001b[0m of \n", - "the \u001b[1;36m26\u001b[0m episodes, which were broadcast in \u001b[1;36m1978\u001b[0m. Only eight episodes were completed when the series began airing; \n", - "each episode was completed within ten to fourteen days. An adaptation of Alexander Key's The Incredible Tide, the \n", - "series features several elements that later reappeared in Miyazaki's work, such as warplanes, airplanes, and \n", - "environmentalism. Also working on the series was Takahata, Ōtsuka, and Yoshifumi Kondō, whom Miyazaki and Takahata \n", - "had met at A-Pro. Visually, Miyazaki was inspired by Paul Grimault's The Adventures of Mr. Wonderbird. Miyazaki did\n", - "key animation for thirty episodes of the World Masterpiece Theater series Rascal the Raccoon \u001b[1m(\u001b[0m\u001b[1;36m1977\u001b[0m\u001b[1m)\u001b[0m and provided \n", - "scene design and organization on the first fifteen episodes of Takahata's Anne of Green Gables before leaving \n", - "Nippon Animation in \u001b[1;36m1979\u001b[0m.\n", - "\n", - "Breakthrough films\n", - "Miyazaki moved to Tokyo Movie Shinsha to direct his first feature anime film, The Castle of Cagliostro \u001b[1m(\u001b[0m\u001b[1;36m1979\u001b[0m\u001b[1m)\u001b[0m, an \n", - "installment of the Lupin III franchise. Ōtsuka had approached him to direct the film following the release of Lupin\n", - "the 3rd: The Mystery of Mamo \u001b[1m(\u001b[0m\u001b[1;36m1978\u001b[0m\u001b[1m)\u001b[0m, and Miyazaki wrote the story with Haruya Yamazaki. Wishing to insert his own \n", - "creativity into the franchise, Miyazaki inserted several elements and references, inspired by several of Maurice \n", - "Leblanc's Arsène Lupin novels, on which Lupin III is based, as well as The Adventures of Mr. Wonderbird. Visually, \n", - "he was inspired by Kagoshima Publishing's Italian Mountain Cities and the Tiber Estuary, reflecting his love for \n", - "Europe. Production ran for four months and the film was released on December \u001b[1;36m15\u001b[0m, \u001b[1;36m1979\u001b[0m; Miyazaki wished he could \n", - "have had another month of production. It was well received; Animage readers voted it the best animation of all \n", - "time—it remained in the top ten for more than fifteen years—and Clarisse the best heroine. In \u001b[1;36m2005\u001b[0m, former princess\n", - "Sayako Kuroda's wedding dress was reportedly inspired by Clarisse's, having been a fan of Miyazaki and his work. \n", - "Several Japanese and American filmmakers were inspired by the film, prompting homages in other works.\n", - "Miyazaki became a chief animation instructor for new employees at Telecom Animation Film, a subsidiary of Tokyo \n", - "Movie Shinsha. and subsequently directed two episodes of Lupin the Third Part II under the pseudonym Teruki Tsutomu\n", - "\u001b[1m(\u001b[0m照樹 務\u001b[1m)\u001b[0m, which can read as \u001b[32m\"employee of Telecom\"\u001b[0m. In his role at Telecom, Miyazaki helped train the second wave \n", - "of employees. Miyazaki provided key animation for one episode of The New Adventures of Gigantor \u001b[1m(\u001b[0m\u001b[1;36m1980\u001b[0m–\u001b[1;36m1981\u001b[0m\u001b[1m)\u001b[0m, and \n", - "directed six episodes of Sherlock Hound in \u001b[1;36m1981\u001b[0m, until legal issues with Arthur Conan Doyle's estate led to a \n", - "suspension in production; Miyazaki was busy with other projects by the time the issues were resolved, and the \n", - "remaining episodes were directed by Kyôsuke Mikuriya and broadcast from November \u001b[1;36m1984\u001b[0m to May \u001b[1;36m1985\u001b[0m. It was \n", - "Miyazaki's final television work. In \u001b[1;36m1982\u001b[0m, Miyazaki, Takahata, and Kondō started work on a film adaptation of \n", - "Little Nemo, but Miyazaki and Takahata left after a few months due to creative clashes with Fujioka \u001b[1m(\u001b[0mKondō remained\n", - "until \u001b[1;36m1985\u001b[0m\u001b[1m)\u001b[0m; the film was completed six years later as Little Nemo: Adventures in Slumberland \u001b[1m(\u001b[0m\u001b[1;36m1989\u001b[0m\u001b[1m)\u001b[0m. Miyazaki \n", - "spent some time in the United States during the film's production.\n", - "After the release of The Castle of Cagliostro, Miyazaki began working on his ideas for an animated film adaptation \n", - "of Richard Corben's comic book Rowlf and pitched the idea to Yutaka Fujioka at Tokyo Movie Shinsha. In November \n", - "\u001b[1;36m1980\u001b[0m, a proposal was drawn up to acquire the film rights. Around that time, Miyazaki was also approached for a \n", - "series of magazine articles by Animage's editorial staff. Editors Toshio Suzuki and Osamu Kameyama took some of his\n", - "ideas to Animage's parent company, Tokuma Shoten, which had been considering funding animated films. Two projects \n", - "were proposed: Warring States Demon Castle \u001b[1m(\u001b[0m戦国魔城, Sengoku ma-jō\u001b[1m)\u001b[0m, to be set in the Sengoku period; and the \n", - "adaptation of Corben's Rowlf. Both were rejected, as the company was unwilling to fund anime not based on existing \n", - "manga and the rights for Rowlf could not be secured. Elements of Miyazaki's proposal for Rowlf were recycled in his\n", - "later works.\n", - "With no films in production, Miyazaki agreed to develop a manga for the magazine, titled Nausicaä of the Valley of \n", - "the Wind; he had intended to stop making the manga when he received animation work; while he took some breaks in \n", - "releases, the manga ultimately ran from February \u001b[1;36m1982\u001b[0m to March \u001b[1;36m1994\u001b[0m. Miyazaki's busy schedule and perfectionist \n", - "mindset led to several delays in publications, and on one occasion he withdrew some chapters before publication; he\n", - "considered its continued publication a burden on his other work. The story, as re-printed in the tankōbon volumes, \n", - "spans seven volumes for a combined total of \u001b[1;36m1\u001b[0m,\u001b[1;36m060\u001b[0m pages. It sold more than ten million copies in its first two \n", - "years. Miyazaki drew the episodes primarily in pencil, and it was printed monochrome in sepia-toned ink. The main \n", - "character, Nausicaä, was partly inspired by the character from Homer's Odyssey \u001b[1m(\u001b[0mwhom Miyazaki had discovered while \n", - "reading Bernard Evslin's Dictionary of Grecian Myths\u001b[1m)\u001b[0m and the Japanese folk tale The Lady who Loved Insects, while \n", - "the world and ecosystem was based on Miyazaki's readings of scientific, historical, and political writings, such as\n", - "Sasuke Nakao's Origins of Plant Cultivation and Agriculture, Eiichi Fujimori's The World of Jomon, Paul Carell's \n", - "Hitler Moves East. He was also inspired by the comic series Arzach by Jean Giraud, whom he met while working on the\n", - "manga.\n", - "In \u001b[1;36m1982\u001b[0m, Miyazaki assisted with key animation for an unreleased Zorro series, and for the feature film Space \n", - "Adventure Cobra: The Movie. He resigned from Telecom Animation Film in November. Around this time, he wrote the \n", - "graphic novel The Journey of Shuna, inspired by the Tibetan folk tale \u001b[32m\"Prince who became a dog\"\u001b[0m. The novel was \n", - "published by Tokuma Shoten in June \u001b[1;36m1983\u001b[0m, dramatized for radio broadcast in \u001b[1;36m1987\u001b[0m, and published in English as \n", - "Shuna's Journey in \u001b[1;36m2022\u001b[0m. Hayao Miyazaki's Daydream Data Notes was also irregularly published from November \u001b[1;36m1984\u001b[0m to \n", - "October \u001b[1;36m1994\u001b[0m in Model Graphix; selections of the stories received radio broadcast in \u001b[1;36m1995\u001b[0m. Following the completion\n", - "of Nausicaä of the Valley of the Wind's first two volumes, Animage editors suggested a \u001b[1;36m15\u001b[0m-minute short film \n", - "adaptation. Miyazaki, initially reluctant, countered that an hour-long animation would be more suitable, and Tokuma\n", - "Shoten agreed on a feature-length film.\n", - "Production began on May \u001b[1;36m31\u001b[0m, \u001b[1;36m1983\u001b[0m, with animation beginning in August; funding was provided through a joint venture \n", - "between Tokuma Shoten and the advertising agency Hakuhodo, for whom Miyazaki's youngest brother worked. Animation \n", - "studio Topcraft was chosen as the production house. Miyazaki found some of Topcraft's staff unreliable, and brought\n", - "on several of his previous collaborators, including Takahata, who served as producer, though he was reluctant to do\n", - "so. Pre-production began on May \u001b[1;36m31\u001b[0m, \u001b[1;36m1983\u001b[0m; Miyazaki encountered difficulties in creating the screenplay, with only \n", - "sixteen chapters of the manga to work with. Takahata enlisted experimental and minimalist musician Joe Hisaishi to \n", - "compose the film's score; he subsequently worked on all of Miyazaki's feature films.\n", - "For the film, Miyazaki's imagination was sparked by the mercury poisoning of Minamata Bay and how nature responded \n", - "and thrived in a poisoned environment, using it to create the film's polluted world. For the lead role of Nausicaä,\n", - "Miyazaki cast Sumi Shimamoto, who had impressed him as Clarisse in The Castle of Cagliostro and Maki in Lupin the \n", - "Third Part II. Nausicaä of the Valley of the Wind was created in ten months, and released on March \u001b[1;36m11\u001b[0m, \u001b[1;36m1984\u001b[0m. It \n", - "grossed ¥\u001b[1;36m1.48\u001b[0m billion at the box office, and made an additional ¥\u001b[1;36m742\u001b[0m million in distribution income. It is often \n", - "seen as Miyazaki's pivotal work, cementing his reputation as an animator. It was lauded for its positive portrayal \n", - "of women, particularly Nausicaä. Several critics have labeled Nausicaä of the Valley of the Wind as possessing \n", - "anti-war and feminist themes; Miyazaki argues otherwise, stating he only wishes to entertain. He felt Nausicaä's \n", - "ability to understand her opponent rather than simply defeat them meant she had to be female. The successful \n", - "cooperation on the creation of the manga and the film laid the foundation for other collaborative projects. In \n", - "April \u001b[1;36m1984\u001b[0m, Miyazaki and Takahata created a studio to handle copyright of their work, naming it Nibariki \u001b[1m(\u001b[0mmeaning \n", - "\u001b[32m\"Two-Horse Power\"\u001b[0m, the nickname for the Citroën 2CV, which Miyazaki drove\u001b[1m)\u001b[0m, for which an office was secured in \n", - "Suginami Ward, with Miyazaki serving as the senior partner.\n", - "\n", - "Studio Ghibli\n", - "Early films \u001b[1m(\u001b[0m\u001b[1;36m1985\u001b[0m–\u001b[1;36m1995\u001b[0m\u001b[1m)\u001b[0m\n", - "Following the success of Nausicaä of the Valley of the Wind, Miyazaki and Takahata founded the animation production\n", - "company Studio Ghibli on June \u001b[1;36m15\u001b[0m, \u001b[1;36m1985\u001b[0m, as a subsidiary of Tokuma Shoten, with offices in Kichijōji designed by \n", - "Miyazaki. Miyazaki named the studio after the Caproni Ca.\u001b[1;36m309\u001b[0m and the Italian word meaning \u001b[32m\"a hot wind that blows in\u001b[0m\n", - "\u001b[32mthe desert\"\u001b[0m; the name had been registered a year earlier. Suzuki worked for Studio Ghibli as producer, joining \n", - "full-time in \u001b[1;36m1989\u001b[0m, while Topcraft's Tōru Hara became production manager; Suzuki's role in the creation of the \n", - "studio and its films has led him to being occasionally named a co-founder, and Hara is often viewed as influential \n", - "to the company's success. Yasuyoshi Tokuma, the founder of Tokuma Shoten, was also closely related to the company's\n", - "creation, having provided financial backing. Topcraft had been considered as a partner to produce Miyazaki's next \n", - "film, but the company went bankrupt in \u001b[1;36m1985\u001b[0m. Several staff members subsequently hired at Studio Ghibli—up to \u001b[1;36m70\u001b[0m \n", - "full-time and \u001b[1;36m200\u001b[0m part-time employees in \u001b[1;36m1985\u001b[0m—had previously worked with Miyazaki at different studios, such as \n", - "Telecom, Topcraft, and Toei Doga, and others like Madhouse, Inc. and Oh! Production.\n", - "In \u001b[1;36m1984\u001b[0m, Miyazaki traveled to Wales, drawing the mining villages and communities of Rhondda; he witnessed the \n", - "miners' strike and admired the miners' dedication to their work and community. He was angered by the \u001b[32m\"military \u001b[0m\n", - "\u001b[32msuperpowers\"\u001b[0m of the Roman Empire who conquered the Celts and felt this anguish, alongside the miners' strike, was \n", - "perceptible in Welsh communities. He returned in May \u001b[1;36m1985\u001b[0m to research his next film, Laputa: Castle in the Sky, the\n", - "first by Studio Ghibli. Its tight production schedule forced Miyazaki to work all day, including before and after \n", - "normal working hours, and he wrote lyrics for its end theme. Miyazaki used the floating island of Laputa from \n", - "Gulliver's Travels in the film. Laputa was released on August \u001b[1;36m2\u001b[0m, \u001b[1;36m1986\u001b[0m, by the Toei Company. It sold around \u001b[1;36m775\u001b[0m,\u001b[1;36m000\u001b[0m \n", - "tickets, making a modest financial return, though Miyazaki and Suzuki expressed their disappointment with its box \n", - "office figures of approximately US$\u001b[1;36m2.5\u001b[0m million.\n", - "After the success of Nausicaä, Miyazaki visited Yanagawa and considered imitating it in an animated film, \n", - "fascinated by its canal system; instead, Takahata directed a live-action documentary about the region, The Story of\n", - "Yanagawa's Canals \u001b[1m(\u001b[0m\u001b[1;36m1987\u001b[0m\u001b[1m)\u001b[0m. Miyazaki produced and financed the film, and provided several animated sequences. Its \n", - "creation spanned four years, and Miyazaki considered it his social responsibility—to both Japanese society and \n", - "filmmaking—in seeing it produced. Laputa was created partly to fund production of the documentary, for which \n", - "Takahata had depleted his funds. In June \u001b[1;36m1985\u001b[0m, Nausicaä of the Valley of the Wind was released in the United States\n", - "as Warriors of the Wind, with significant cuts; almost \u001b[1;36m30\u001b[0m minutes of dialogue and character development were \n", - "removed, erasing parts of its plot and themes. Miyazaki and Takahata subsequently refused to consider Western \n", - "releases of their films for the following decade.\n", - "Miyazaki's next film, My Neighbor Totoro, originated in ideas he had as a child; he felt \u001b[32m\"Totoro is where my \u001b[0m\n", - "\u001b[32mconsciousness began\"\u001b[0m. An attempt to pitch My Neighbor Totoro to Tokuma Shoten in the early 1980s had been \n", - "unsuccessful, and Miyazaki faced difficulty in attempting to pitch it again in \u001b[1;36m1987\u001b[0m. Suzuki proposed that Totoro be\n", - "released as a double bill alongside Takahata's Grave of the Fireflies; as the latter, based on the \u001b[1;36m1967\u001b[0m short story\n", - "by Akiyuki Nosaka, had historical value, Suzuki predicted school students would be taken to watch both. Totoro \n", - "features the theme of the relationship between the environment and humanity, showing that harmony is the result of \n", - "respecting the environment. The film also references Miyazaki's mother; the child protagonists' mother is \n", - "bedridden. As with Laputa, Miyazaki wrote lyrics for Totoro's end theme. Miyazaki struggled with the film's script \n", - "until he read a Mainichi Graph story about Japan forty years prior, opting to set the film in the country before \n", - "Tokyo's expansion and the advent of television. Miyazaki has subsequently donated money and artwork to fund \n", - "preservation of the forested land in Saitama Prefecture, in which the film is set.\n", - "Production of My Neighbor Totoro began in April \u001b[1;36m1987\u001b[0m and took exactly a year; it was released on April \u001b[1;36m16\u001b[0m, \u001b[1;36m1988\u001b[0m. \n", - "While the film received critical acclaim, it was only moderately successful at the box office. Studio Ghibli \n", - "approved merchandising rights in \u001b[1;36m1990\u001b[0m, which led to major commercial success; merchandise profits alone were able \n", - "to sustain the studio for years. The film was labeled a cult classic, eventually gaining success in the United \n", - "States after its release in \u001b[1;36m1993\u001b[0m, where its home video release sold almost \u001b[1;36m500\u001b[0m,\u001b[1;36m000\u001b[0m copies. Akira Kurosawa said the \n", - "film moved him, naming it among his hundred favorite films—one of few Japanese films to be named. An asteroid \n", - "discovered by Takao Kobayashi in December \u001b[1;36m1994\u001b[0m was named after the film: \u001b[1;36m10160\u001b[0m Totoro.\n", - "In \u001b[1;36m1987\u001b[0m, Studio Ghibli acquired the rights to create a film adaptation of Eiko Kadono's novel Kiki's Delivery \n", - "Service. Miyazaki's work on My Neighbor Totoro prevented him from directing the adaptation; he acted as producer, \n", - "while Sunao Katabuchi was chosen as director and Nobuyuki Isshiki as script writer. Miyazaki's dissatisfaction of \n", - "Isshiki's first draft led him to make changes to the project, ultimately taking the role of director. Kadono \n", - "expressed her dissatisfaction with the differences between the book and screenplay, but Miyazaki and Takahata \n", - "convinced her to let production continue. The film was originally intended to be a \u001b[1;36m60\u001b[0m-minute special, but expanded \n", - "into a feature film after Miyazaki completed the storyboards and screenplay. Miyazaki felt the struggles of the \n", - "protagonist, Kiki, reflected the feelings of young girls in Japan yearning to live independently in cities, while \n", - "her talents reflected those of real girls, despite her magical powers. In preparation for production, Miyazaki and \n", - "other senior staff members traveled to Sweden, where they captured eighty rolls of film in Stockholm and Visby, the\n", - "former being the primary inspiration behind the film's city. Kiki's Delivery Service premiered on July \u001b[1;36m29\u001b[0m, \u001b[1;36m1989\u001b[0m; it\n", - "was critically successful, winning the Anime Grand Prix. With more than \u001b[1;36m2.6\u001b[0m million tickets sold, it earned ¥\u001b[1;36m2.15\u001b[0m \n", - "billion at the box office and was the highest-grossing film in Japan in \u001b[1;36m1989\u001b[0m. Miyazaki and Studio Ghibli personally\n", - "approved the subsequent English translations.\n", - "From March to May \u001b[1;36m1989\u001b[0m, Miyazaki's manga Hikōtei Jidai was published in the magazine Model Graphix, based on an \n", - "earlier film idea he had assigned to a younger director in \u001b[1;36m1988\u001b[0m that fell through due to creative differences. \n", - "Miyazaki began production on a \u001b[1;36m45\u001b[0m-minute in-flight film for Japan Airlines based on the manga; Suzuki extended it \n", - "into a feature-length film, titled Porco Rosso, as expectations and budget grew. Miyazaki began work on the film \n", - "with little assistance, as its production overlapped with Takahata's Only Yesterday \u001b[1m(\u001b[0m\u001b[1;36m1991\u001b[0m\u001b[1m)\u001b[0m, which Miyazaki \n", - "co-produced. The outbreak of the Yugoslav Wars in \u001b[1;36m1991\u001b[0m affected Miyazaki, prompting a more sombre tone for Porco \n", - "Rosso; the Croatian War of Independence moved the film's setting from Dubrovnik to the Adriatic Sea. Miyazaki later\n", - "referred to the film as \u001b[32m\"foolish\"\u001b[0m, as its mature tones were unsuitable for children, noting he had made it for his \n", - "\u001b[32m\"own pleasure\"\u001b[0m due to his love of planes.\n", - "Except for the Curtiss R3C-\u001b[1;36m2\u001b[0m, all planes in Porco Rosso are original creations from Miyazaki's imagination, based \n", - "on his childhood memories. The film also pays homage to the work of Fleischer Studios and Winsor McCay, which were \n", - "influential to Japanese animation in the 1940s. The film featured anti-war themes, which Miyazaki would later \n", - "revisit. The protagonist's name, Marco Pagot, is the same as an Italian animator with whom Miyazaki had worked on \n", - "Sherlock Hound. Some female staff at Studio Ghibli considered the film's Piccolo factory—led by a man and staffed \n", - "by women—an intentional mirroring of Studio Ghibli's staff, of whom many are women; some viewed it as Miyazaki's \n", - "respect for their work ethic, though others felt it implied women were easier to exploit. Japan Airlines remained a\n", - "major investor in the film, resulting in its initial premiere as an in-flight film, prior to its theatrical release\n", - "on July \u001b[1;36m18\u001b[0m, \u001b[1;36m1992\u001b[0m. It was Miyazaki's first film not to top Animage's yearly reader poll, which has been attributed \n", - "to its mature focus. The film was commercially successful, becoming the highest-grossing film of the year in Japan;\n", - "it remained one of the highest-grossing films for several years.\n", - "During production of Porco Rosso, Miyazaki spearheaded work on Studio Ghibli's new studio in Koganei, Tokyo, \n", - "designing the blueprints, selecting materials, and working with builders. The studio opened in August \u001b[1;36m1992\u001b[0m, and the\n", - "staff moved in shortly after Porco Rosso's release. Around this time, Miyazaki started work on the final volumes of\n", - "the manga Nausicaä of the Valley of the Wind, which he created in-house at Studio Ghibli. In November, two \n", - "television spots directed by Miyazaki were broadcast by Nippon Television Network \u001b[1m(\u001b[0mNTV\u001b[1m)\u001b[0m: Sora Iro no Tane, a \n", - "\u001b[1;36m90\u001b[0m-second spot adapted from the illustrated story Sora Iro no Tane by Rieko Nakagawa and Yuriko Omura; and \n", - "Nandarou, a series of four five-second advertisements featuring an undefinable creature. Miyazaki assisted with the\n", - "concept of Takahata's Pom Poko \u001b[1m(\u001b[0m\u001b[1;36m1994\u001b[0m\u001b[1m)\u001b[0m, and designed the storyboards and wrote the screenplay for Kondō's Whisper of\n", - "the Heart \u001b[1m(\u001b[0m\u001b[1;36m1995\u001b[0m\u001b[1m)\u001b[0m, being particularly involved in the latter's fantasy sequences. Critics and fans began to see \n", - "Kondō as \u001b[32m\"the heir-apparent\"\u001b[0m to Studio Ghibli.\n", - "\n", - "Global emergence \u001b[1m(\u001b[0m\u001b[1;36m1995\u001b[0m–\u001b[1;36m2001\u001b[0m\u001b[1m)\u001b[0m\n", - "Miyazaki's next film, Princess Mononoke, originated in sketches he had made in the late 1970s, based on Japanese \n", - "folklore and the French fairytale Beauty and the Beast; his original ideas were rejected, and he published his \n", - "sketches and initial story idea in a book in \u001b[1;36m1982\u001b[0m. He revisited the project after the success of Porco Rosso \n", - "allowed him more creative freedom. He chose the Muromachi period for the setting as he felt Japanese people stopped\n", - "worshiping nature and began attempting to control it. Miyazaki began writing the film's treatment in August \u001b[1;36m1994\u001b[0m. \n", - "While experiencing writer's block in December, Miyazaki accepted a request to create On Your Mark, a music video \n", - "for the song by Chage and Aska. He experimented with computer animation to supplement traditional animation. On \n", - "Your Mark premiered as a short before Whisper of the Heart. The video's story was partly inspired by the Chernobyl \n", - "disaster. Miyazaki intentionally made it cryptic, wanting viewers to interpret it themselves. Despite the video's \n", - "popularity, Suzuki said it was not given \u001b[32m\"100 percent\"\u001b[0m focus.\n", - "Miyazaki completed Princess Mononoke's formal proposal in April \u001b[1;36m1995\u001b[0m and began working on storyboards in May. He \n", - "had intended it to be his final directorial work at Studio Ghibli, citing his poorer eyesight and physical pains. \n", - "In July \u001b[1;36m1996\u001b[0m, the Walt Disney Company offered Tokuma Shoten a deal to distribute Studio Ghibli's films worldwide \n", - "\u001b[1m(\u001b[0mexcept for Southeast Asia\u001b[1m)\u001b[0m through its Buena Vista and Miramax Films brands. Miyazaki approved the deal, not \n", - "personally interested in the money and wanting to support Tokuma Shoten, who had earlier supported him. In May \n", - "\u001b[1;36m1995\u001b[0m, Miyazaki took four art directors to Yakushima—which had previously provided inspiration for Nausicaä of the \n", - "Valley of the Wind—to research the forests as inspiration; another art director, Kazuo Oga, traveled to \n", - "Shirakami-Sanchi. The landscapes in the film were inspired by Yakushima. In Princess Mononoke, Miyazaki revisited \n", - "the ecological and political themes of Nausicaä of the Valley of the Wind. His historical research, including that \n", - "of Eiichi Fujimori, led him to the conclusion that women had more freedom during the prehistoric Jomon period, and \n", - "he opted to focus on ordinary people in society. \n", - "Miyazaki felt the melancholy of the protagonist, Ashitaka, reflected his own attitude, while he compared Ashitaka's\n", - "scar to modern physical conditions that children endure, like AIDS. Animation work began in July \u001b[1;36m1995\u001b[0m, before the \n", - "storyboards were completed—a first for Miyazaki. He supervised the \u001b[1;36m144\u001b[0m,\u001b[1;36m000\u001b[0m cels in the film, about \u001b[1;36m80\u001b[0m,\u001b[1;36m000\u001b[0m of which \n", - "were key animation. Princess Mononoke was produced with an estimated budget of ¥\u001b[1;36m2.35\u001b[0m billion \u001b[1m(\u001b[0mapproximately US$\u001b[1;36m23.5\u001b[0m\n", - "million\u001b[1m)\u001b[0m, making it the most expensive Japanese animated film at the time. Approximately fifteen minutes of the \n", - "film uses computer animation: about five minutes uses techniques such as 3D rendering, digital composition, and \n", - "texture mapping; the remaining ten minutes uses digital ink and paint. While the original intention was to \n", - "digitally paint \u001b[1;36m5\u001b[0m,\u001b[1;36m000\u001b[0m of the film's frames, time constraints doubled this, though it remained below ten percent of \n", - "the final film. Animation was completed in mid-June \u001b[1;36m1997\u001b[0m. Miyazaki collaborated directly with Hisaishi on the \n", - "soundtrack from early in production; Hisaishi wrote an \u001b[32m\"image album\"\u001b[0m of pieces inspired by the story, which were \n", - "reworked as production continued.\n", - "Upon its premiere on July \u001b[1;36m12\u001b[0m, \u001b[1;36m1997\u001b[0m, Princess Mononoke was critically acclaimed, becoming the first animated film \n", - "nominated for the Japan Academy Film Prize for Picture of the Year, which it won. The film was also commercially \n", - "successful; it was watched by twelve million people by November, grossing US$\u001b[1;36m160\u001b[0m million, and became the \n", - "highest-grossing film in Japan for several months. Its home video release sold over two million copies within three\n", - "weeks, and over four million by December \u001b[1;36m1998\u001b[0m. For the North American release, Miramax sought to make some cuts to \n", - "obtain a lower rating than PG-\u001b[1;36m13\u001b[0m, but Studio Ghibli refused. Neil Gaiman wrote the English-language script; he met \n", - "Miyazaki in September \u001b[1;36m1999\u001b[0m, when he traveled to the United States for the film's release and expressed his pleasure\n", - "at Gaiman's work. While it was largely unsuccessful at the American box office, grossing about US$\u001b[1;36m2.3\u001b[0m million, it \n", - "was seen as the introduction of Studio Ghibli to global markets.\n", - "\n", - "In \u001b[1;36m1997\u001b[0m, Miyazaki contributed to Visionaire, an arthouse magazine. Tokuma Shoten merged with Studio Ghibli in June \n", - "\u001b[1;36m1997\u001b[0m. Within walking distance of Studio Ghibli, Miyazaki designed his private office, which he named Buta-ya \n", - "\u001b[1m(\u001b[0mmeaning \u001b[32m\"pig house\"\u001b[0m\u001b[1m)\u001b[0m. It was intended as his retirement office for personal projects; he held his farewell party \n", - "there in January \u001b[1;36m1998\u001b[0m, having left Studio Ghibli on January \u001b[1;36m14\u001b[0m to be succeeded by Kondō. However, Kondō's death on \n", - "January \u001b[1;36m21\u001b[0m impacted Miyazaki, and within days it was announced he would return to Studio Ghibli to direct a new \n", - "film. A manga by Miyazaki, Doromamire no Tora, was published in Model Graphix in December \u001b[1;36m1998\u001b[0m, based on a book by \n", - "German tank commander Otto Carius. Miyazaki officially returned to Studio Ghibli as its leader on January \u001b[1;36m16\u001b[0m, \u001b[1;36m1999\u001b[0m,\n", - "taking an active role in employee organization.\n", - "From \u001b[1;36m1998\u001b[0m, Miyazaki worked on designs for the Ghibli Museum, dedicated to showcasing the studio's works, including \n", - "several exclusive short films, for which production began in July \u001b[1;36m1999\u001b[0m. Construction for the museum began in March \n", - "\u001b[1;36m2000\u001b[0m, and it officially opened on October \u001b[1;36m1\u001b[0m, \u001b[1;36m2001\u001b[0m, featuring the short film Kujiratori. Miyazaki served as its \n", - "executive director. In \u001b[1;36m1999\u001b[0m, a Japanese theme park engaged Studio Ghibli to create a \u001b[1;36m20\u001b[0m-minute short film about \n", - "cats; Miyazaki agreed on the condition that it featured returning characters from Whisper of the Heart. Aoi Hiiragi\n", - "wrote a manga based on the concept, titled Baron: The Cat Returns. When the theme park withdrew, Miyazaki expanded \n", - "the idea into a \u001b[1;36m45\u001b[0m-minute film and, wanting to foster new talent at the studio, assigned it to first-time director \n", - "Hiroyuki Morita. The film was released as The Cat Returns in \u001b[1;36m2002\u001b[0m.\n", - "Miyazaki's next film was conceived while on vacation at a mountain cabin with his family and five young girls who \n", - "were family friends. Miyazaki realized he had not created a film for \u001b[1;36m10\u001b[0m-year-old girls and set out to do so. He \n", - "read shōjō manga magazines like Nakayoshi and Ribon for inspiration but felt they only offered subjects on \u001b[32m\"crushes\u001b[0m\n", - "\u001b[32mand romance\"\u001b[0m, which is not what the girls \u001b[32m\"held dear in their hearts\"\u001b[0m; he decided to produce the film about a \n", - "female heroine whom they could look up to, based on two of the girls he had met. Production of the film, titled \n", - "Spirited Away, commenced in \u001b[1;36m2000\u001b[0m on a budget of ¥\u001b[1;36m1.9\u001b[0m billion \u001b[1m(\u001b[0mUS$\u001b[1;36m15\u001b[0m million\u001b[1m)\u001b[0m. As with Princess Mononoke, the staff \n", - "experimented with computer animation, but kept the technology at a level to enhance the story, not to \u001b[32m\"steal the \u001b[0m\n", - "\u001b[32mshow\"\u001b[0m. Spirited Away deals with symbols of human greed, symbolizing the 1980s Japanese asset price bubble, and a \n", - "liminal journey through the realm of spirits. The film was released on July \u001b[1;36m20\u001b[0m, \u001b[1;36m2001\u001b[0m; it received critical acclaim,\n", - "winning the Japan Academy Film Prize for Picture of the Year. The film was commercially successful, selling a \n", - "record-breaking \u001b[1;36m21.4\u001b[0m million tickets and earning ¥\u001b[1;36m30.4\u001b[0m billion \u001b[1m(\u001b[0mUS$\u001b[1;36m289.1\u001b[0m million\u001b[1m)\u001b[0m at the box office. It became the \n", - "highest-grossing film in Japan, a record it maintained for almost \u001b[1;36m20\u001b[0m years, and was the first Japanese film to earn\n", - "US$\u001b[1;36m200\u001b[0m million internationally, prior to its American release.\n", - "Kirk Wise directed the English-language version; Disney Animation's John Lasseter wanted Miyazaki to travel to the \n", - "United States to work on the translated version, but Miyazaki trusted Lasseter to handle it. Spirited Away's \n", - "hopping lamp character is seen as an homage to Lasseter's character Luxo Jr. The film's successful American release\n", - "through Buena Vista cemented Studio Ghibli's reputation in Western regions and established Miyazaki's popularity in\n", - "North America; it was the first animated film to win the Golden Bear at the Berlin International Film Festival \n", - "\u001b[1m(\u001b[0mtied with Blood Sunday\u001b[1m)\u001b[0m and the first Japanese film to win Best Animated Feature at the Academy Awards, alongside \n", - "several other accolades. It has been frequently ranked among the greatest films of the 21st century. Upon \n", - "completing the film, like with Princess Mononoke, Miyazaki declared it his last. He traveled to France in December \n", - "\u001b[1;36m2001\u001b[0m and the United States in September \u001b[1;36m2002\u001b[0m to promote the film. Following the death of Tokuma in September \u001b[1;36m2000\u001b[0m, \n", - "Miyazaki served as the head of his funeral committee. Miyazaki wrote and directed more short films for the Ghibli \n", - "Museum: Koro no Daisanpo, which screened from January \u001b[1;36m2002\u001b[0m, and Mei and the Kittenbus, which screened from October.\n", - "One of the short films, Imaginary Flying Machines, was later screened as in-flight entertainment by Japan Airlines \n", - "alongside Porco Rosso.\n", - "\n", - "Later films \u001b[1m(\u001b[0m\u001b[1;36m2001\u001b[0m–\u001b[1;36m2011\u001b[0m\u001b[1m)\u001b[0m\n", - "Studio Ghibli announced the production of Howl's Moving Castle in September \u001b[1;36m2001\u001b[0m, based on the novel by Diana Wynne\n", - "Jones, which Miyazaki had read in \u001b[1;36m1999\u001b[0m. Toei Animation's Mamoru Hosoda was originally selected to direct the film, \n", - "but disagreements between Hosoda and Studio Ghibli executives led to the project's abandonment in \u001b[1;36m2002\u001b[0m. After six \n", - "months, Studio Ghibli resurrected the project. Miyazaki was inspired to direct the film, struck by the image of a \n", - "castle moving around the countryside; the novel does not explain how the castle moved, which led to Miyazaki's \n", - "designs. Some computer animation was used to animate the castle's movements, though Miyazaki dictated it consist of\n", - "no more than \u001b[1;36m10\u001b[0m percent of the film. Miyazaki traveled to Colmar and Riquewihr in Alsace, France, to study the \n", - "architecture and the surroundings for the film's setting, while additional inspiration came from the concepts of \n", - "future technology in Albert Robida's work. The war featured in the film was thematically influenced by the \u001b[1;36m2003\u001b[0m \n", - "invasion and subsequent war in Iraq, the events of which enraged Miyazaki.\n", - "Howl's Moving Castle was released on November \u001b[1;36m20\u001b[0m, \u001b[1;36m2004\u001b[0m, and received widespread critical acclaim. The film received\n", - "the Golden Osella for Technical Excellence at the 61st Venice International Film Festival, and was nominated for \n", - "the Academy Award for Best Animated Feature. In Japan, the film sold more than \u001b[1;36m1.1\u001b[0m million tickets within two days \n", - "and grossed a record US$\u001b[1;36m14.5\u001b[0m million in its first week. It became Japan's third-highest-grossing film, and remains \n", - "among the top rankings with a worldwide gross of over ¥\u001b[1;36m19.3\u001b[0m billion. Miyazaki received the honorary Golden Lion for\n", - "Lifetime Achievement award at the 62nd Venice International Film Festival in \u001b[1;36m2005\u001b[0m. He visited the United States in \n", - "June \u001b[1;36m2005\u001b[0m to promote the film.\n", - "In March \u001b[1;36m2005\u001b[0m, Studio Ghibli split from Tokuma Shoten, and Miyazaki became corporate director. After Howl's Moving \n", - "Castle, Miyazaki created some short films for the Ghibli Museum, for which he returned solely to traditional \n", - "animation techniques; all three began screening in January \u001b[1;36m2006\u001b[0m. Studio Ghibli obtained the rights to produce an \n", - "adaptation of Ursula K. Le Guin's Earthsea novels in \u001b[1;36m2003\u001b[0m; Miyazaki had contacted her in the 1980s expressing \n", - "interest but she declined, unaware of his work. Upon watching My Neighbor Totoro several years later, she expressed\n", - "approval to the concept and met with Suzuki in August \u001b[1;36m2005\u001b[0m, who wanted Miyazaki's son Goro to direct the film, as \n", - "Miyazaki had wished to retire. Disappointed that Miyazaki was not directing but under the impression he would \n", - "supervise his son's work, Le Guin approved of the film's production. Miyazaki later publicly opposed and criticized\n", - "Goro's appointment as director. The film's designs were partly inspired by Miyazaki's manga The Journey of Shuna. \n", - "Upon Miyazaki's viewing of the film, he wrote a message for his son: \u001b[32m\"It was made honestly, so it was good\"\u001b[0m.\n", - "In February \u001b[1;36m2006\u001b[0m, Miyazaki traveled to the United Kingdom to research A Trip to Tynemouth \u001b[1m(\u001b[0mbased on Robert \n", - "Westall's \u001b[32m\"Blackham's Wimpy\"\u001b[0m\u001b[1m)\u001b[0m, for which he designed the cover, created a short manga, and worked as editor; it was\n", - "released in October. Miyazaki's next film, Ponyo, began production in May \u001b[1;36m2006\u001b[0m. It was initially inspired by \u001b[32m\"The \u001b[0m\n", - "\u001b[32mLittle Mermaid\"\u001b[0m by Hans Christian Andersen, though began to take its own form as production continued. Miyazaki \n", - "aimed for the film to celebrate the innocence and cheerfulness of a child's universe. He was intimately involved \n", - "with the artwork, preferring to draw the sea and waves himself, as he enjoyed experimenting. Two short \n", - "films—Looking for a Home and Water Spider Monmon—were made for the Ghibli Museum shortly before Ponyo entered \n", - "production as animation experiments for sea life.\n", - "Ponyo features \u001b[1;36m170\u001b[0m,\u001b[1;36m000\u001b[0m frames—a record for Miyazaki. Its seaside village was inspired by Tomonoura, a town in \n", - "Setonaikai National Park, where Miyazaki stayed in \u001b[1;36m2004\u001b[0m. The main character, Sōsuke, is based on Gorō. Following \n", - "its release on July \u001b[1;36m19\u001b[0m, \u001b[1;36m2008\u001b[0m, Ponyo was critically acclaimed, receiving Animation of the Year at the 32nd Japan \n", - "Academy Film Prize. The film was also a commercial success, earning ¥\u001b[1;36m10\u001b[0m billion \u001b[1m(\u001b[0mUS$\u001b[1;36m93.2\u001b[0m million\u001b[1m)\u001b[0m in its first \n", - "month and ¥\u001b[1;36m15.5\u001b[0m billion by the end of \u001b[1;36m2008\u001b[0m, placing it among the highest-grossing films in Japan; its box office \n", - "earnings outpaced its ¥\u001b[1;36m3.4\u001b[0m billion budget fivefold. In April \u001b[1;36m2008\u001b[0m, Miyazaki founded Home of the Three Bears, a \n", - "preschool for the children of Studio Ghibli employees for which he had worked on early architectural plans.\n", - "\n", - "In early \u001b[1;36m2009\u001b[0m, Miyazaki began writing a manga called Kaze Tachinu \u001b[1m(\u001b[0m風立ちぬ, The Wind Rises\u001b[1m)\u001b[0m, telling the story of \n", - "Mitsubishi A6M Zero fighter designer Jiro Horikoshi. The manga was first published in two issues of the Model \n", - "Graphix magazine, published on February \u001b[1;36m25\u001b[0m and March \u001b[1;36m25\u001b[0m, \u001b[1;36m2009\u001b[0m. For the Ghibli Museum, Miyazaki wrote the short film\n", - "A Sumo Wrestler's Tail, directed by Akihiko Yamashita, and wrote and directed Mr. Dough and the Egg Princess; both \n", - "started screening in \u001b[1;36m2010\u001b[0m. From July \u001b[1;36m2008\u001b[0m, Miyazaki planned and produced the film Arrietty \u001b[1m(\u001b[0m\u001b[1;36m2010\u001b[0m\u001b[1m)\u001b[0m, for which he \n", - "co-wrote the screenplay with Keiko Niwa, based on the \u001b[1;36m1952\u001b[0m novel The Borrowers; it was the directorial debut of \n", - "Hiromasa Yonebayashi, who had started as an inbetween artist on Princess Mononoke. Miyazaki and Niwa wrote the \n", - "screenplay for From Up on Poppy Hill \u001b[1m(\u001b[0m\u001b[1;36m2011\u001b[0m\u001b[1m)\u001b[0m, based the \u001b[1;36m1979\u001b[0m–\u001b[1;36m1980\u001b[0m manga Coquelicot-zaka kara; the film, directed by \n", - "Goro Miyazaki, was the highest-grossing Japanese film in the country in \u001b[1;36m2011\u001b[0m and won Animation of the Year at the \n", - "Japan Academy Awards.\n", - "\n", - "Retirement and return \u001b[1m(\u001b[0m\u001b[1;36m2012\u001b[0m–present\u001b[1m)\u001b[0m\n", - "Miyazaki wanted his next film to be a sequel to Ponyo, but Suzuki convinced him to instead adapt Kaze Tachinu to \n", - "film. In November \u001b[1;36m2012\u001b[0m, Studio Ghibli announced the production of The Wind Rises, based on Kaze Tachinu, to be \n", - "released as a double bill alongside Takahata's The Tale of the Princess Kaguya; the latter was ultimately delayed. \n", - "Miyazaki was inspired to create The Wind Rises after reading a quote from Horikoshi: \u001b[32m\"All I wanted to do was to \u001b[0m\n", - "\u001b[32mmake something beautiful\"\u001b[0m. Several scenes in The Wind Rises were inspired by Tatsuo Hori's novel The Wind Has \n", - "Risen \u001b[1m(\u001b[0m風立ちぬ\u001b[1m)\u001b[0m, in which Hori wrote about his life experiences with his fiancée before she died from \n", - "tuberculosis. The female lead character's name, Naoko Satomi, was borrowed from Hori's novel Naoko \u001b[1m(\u001b[0m菜穂子\u001b[1m)\u001b[0m, while \n", - "the name of a German man, Hans Castorp, taken from Thomas Mann's The Magic Mountain. Naoko's struggles with \n", - "tuberculosis echo the illness of Miyazaki's mother, and Horikoshi's story of growing from a young boy dreaming of \n", - "airplanes to an inspirational artist is reflective of Miyazaki's own life.\n", - "The Wind Rises reflects Miyazaki's pacifist stance, continuing the themes of his earlier works, despite stating \n", - "that condemning war was not the intention of the film; he felt that, despite his occupation, Horikoshi was not \n", - "militant. Miyazaki was moved by the film, the first of his own works to make him cry. As Horikoshi, he cast Hideaki\n", - "Anno, who had worked on Nausicaä of the Valley of the Wind and later became known for creating Neon Genesis \n", - "Evangelion. The film premiered on July \u001b[1;36m20\u001b[0m, \u001b[1;36m2013\u001b[0m, It received critical acclaim for its animation, narrative, and \n", - "characters, though some viewers were critical of the film's focus on Horikoshi due to the impacts of his inventions\n", - "and others were disappointed by its lack of fantastical elements. It was named Animation of the Year at the 37th \n", - "Japan Academy Film Prize and was nominated for Best Animated Feature at the 86th Academy Awards. It was \n", - "commercially successful, grossing ¥\u001b[1;36m11.6\u001b[0m billion \u001b[1m(\u001b[0mUS$\u001b[1;36m110\u001b[0m million\u001b[1m)\u001b[0m at the Japanese box office, becoming the \n", - "highest-grossing film in Japan in \u001b[1;36m2013\u001b[0m. The film's production was documented in Mami Sunada's The Kingdom of Dreams\n", - "and Madness.\n", - "In September \u001b[1;36m2013\u001b[0m, Miyazaki announced he was retiring from the production of feature films due to his age, but \n", - "wished to continue working on the displays at the Ghibli Museum. Miyazaki was awarded the Academy Honorary Award at\n", - "the Governors Awards in November \u001b[1;36m2014\u001b[0m. He developed Boro the Caterpillar, an animated short film which was first \n", - "discussed during pre-production for Princess Mononoke. It was screened exclusively at the Ghibli Museum in July \n", - "\u001b[1;36m2017\u001b[0m. Around this time, Miyazaki was working on a manga titled Teppo Samurai. In February \u001b[1;36m2019\u001b[0m, a four-part \n", - "documentary was broadcast on the NHK network titled \u001b[1;36m10\u001b[0m Years with Hayao Miyazaki, documenting production of his \n", - "films in his private studio. In \u001b[1;36m2019\u001b[0m, Miyazaki approved a musical adaptation of Nausicaä of the Valley of the Wind,\n", - "as it was performed by a kabuki troupe.\n", - "In August \u001b[1;36m2016\u001b[0m, Miyazaki proposed a new feature-length film, Kimi-tachi wa Dō Ikiru ka \u001b[1m(\u001b[0mtitled The Boy and the \n", - "Heron in English\u001b[1m)\u001b[0m, on which he began animation work without receiving official approval. The film opened in \n", - "Japanese theaters on July \u001b[1;36m14\u001b[0m, \u001b[1;36m2023\u001b[0m. It was preceded by a minimal marketing campaign, forgoing trailers, \n", - "commercials, and advertisements, a response from Suzuki to his perceived oversaturation of marketing materials in \n", - "mainstream films. Despite claims that The Boy and the Heron would be Miyazaki's final film, Studio Ghibli vice \n", - "president Junichi Nishioka said in September \u001b[1;36m2023\u001b[0m that Miyazaki continued to attend the office daily to plan his \n", - "next film. Suzuki said he could no longer convince Miyazaki to retire. The Boy and the Heron won Miyazaki his \n", - "second Academy Award for Best Animated Feature at the 96th Academy Awards, becoming the oldest director to do so; \n", - "Miyazaki did not attend the show due to his advanced age.\n", - "\n", - "Views\n", - "Miyazaki has often criticized the state of the animation industry, stating that some animators lack a foundational \n", - "understanding of their subjects and do not prioritize realism. He is particularly critical of Japanese animation, \n", - "saying that anime is \u001b[32m\"produced by humans who can't stand looking at other humans ... that's why the industry is \u001b[0m\n", - "\u001b[32mfull of otaku !\"\u001b[0m. He has frequently criticized otaku, including \u001b[32m\"fanatics\"\u001b[0m of guns and fighter aircraft, declaring \n", - "it a \u001b[32m\"fetish\"\u001b[0m and refusing to identify himself as such. He bemoaned the state of Disney animated films in \u001b[1;36m1988\u001b[0m, \n", - "saying \u001b[32m\"they show nothing but contempt for the audience\"\u001b[0m.\n", - "In \u001b[1;36m2013\u001b[0m, Miyazaki criticized Japanese Prime Minister Shinzo Abe's policies and the proposed Constitutional \n", - "amendment that would allow Abe to revise the clause outlawing war as a means to settle international disputes. \n", - "Miyazaki felt Abe wished to \u001b[32m\"leave his name in history as a great man who revised the Constitution and its \u001b[0m\n", - "\u001b[32minterpretation\"\u001b[0m, describing it as \u001b[32m\"despicable\"\u001b[0m and stating \u001b[32m\"People who don't think enough shouldn't meddle with the\u001b[0m\n", - "\u001b[32mconstitution\"\u001b[0m. In \u001b[1;36m2015\u001b[0m, Miyazaki disapproved Abe's denial of Japan's military aggression, stating Japan \u001b[32m\"should \u001b[0m\n", - "\u001b[32mclearly say that \u001b[0m\u001b[32m inflicted enormous damage on China and express deep remorse over it\"\u001b[0m. He felt the government \n", - "should give a \u001b[32m\"proper apology\"\u001b[0m to Korean comfort women who were forced to service the Japanese army during World \n", - "War II and suggested the Senkaku Islands be \u001b[32m\"split in half\"\u001b[0m or controlled by both Japan and China. After the \n", - "release of The Wind Rises in \u001b[1;36m2013\u001b[0m, some online critics labeled Miyazaki a \u001b[32m\"traitor\"\u001b[0m and \u001b[32m\"anti-Japanese\"\u001b[0m, describing\n", - "the film as overly \u001b[32m\"left-wing\"\u001b[0m; Miyazaki recognized leftist values in his movies, citing his influence by and \n", - "appreciation of communism as defined by Karl Marx, but criticized the Soviet Union's political system.\n", - "When Spirited Away was nominated at the 75th Academy Awards in \u001b[1;36m2003\u001b[0m, Miyazaki refused to attend in protest of the \n", - "United States's involvement in the Iraq War, and later said he \u001b[32m\"didn't want to visit a country that was bombing \u001b[0m\n", - "\u001b[32mIraq\"\u001b[0m. He did not publicly express this opinion at the request of his producer until \u001b[1;36m2009\u001b[0m when he lifted his \n", - "boycott and attended San Diego Comic-Con as a favor to his friend John Lasseter. Miyazaki also expressed his \n", - "opinion about the terrorist attack at the offices of the French satirical magazine Charlie Hebdo, criticizing the \n", - "magazine's decision to publish the content cited as the catalyst for the incident; he felt caricatures should be \n", - "made of politicians, not cultures. In November \u001b[1;36m2016\u001b[0m, Miyazaki believed \u001b[32m\"many of the people who voted for Brexit and\u001b[0m\n", - "\u001b[32mTrump\"\u001b[0m were affected by the increase in unemployment due to companies \u001b[32m\"building cars in Mexico because of low wages\u001b[0m\n", - "\u001b[32mand \u001b[0m\u001b[32m them in the US\"\u001b[0m. He did not think Donald Trump would be elected president, calling it \u001b[32m\"a terrible thing\"\u001b[0m, but \n", - "said Trump's political opponent Hillary Clinton was \u001b[32m\"terrible as well\"\u001b[0m.\n", - "\n", - "Themes\n", - "Miyazaki's works are characterized by the recurrence of themes such as feminism, environmentalism, pacifism, love, \n", - "and family. His narratives are also notable for not pitting a hero against an unsympathetic antagonist; Miyazaki \n", - "felt Spirited Away's Chihiro \u001b[32m\"manages not because she has destroyed the 'evil', but because she has acquired the \u001b[0m\n", - "\u001b[32mability to survive\"\u001b[0m.\n", - "Miyazaki's films often emphasize environmentalism and the Earth's fragility. Margaret Talbot stated Miyazaki \n", - "dislikes modern technology, and believes much of modern culture is \u001b[32m\"thin and shallow and fake\"\u001b[0m; he anticipates a \n", - "time with \u001b[32m\"no more high-rises\"\u001b[0m. Miyazaki felt frustrated growing up in the Shōwa period from \u001b[1;36m1955\u001b[0m to \u001b[1;36m1965\u001b[0m because \n", - "\u001b[32m\"nature—the mountains and rivers—was being destroyed in the name of economic progress\"\u001b[0m. Peter Schellhase of The \n", - "Imaginative Conservative identified that several antagonists of Miyazaki's films \u001b[32m\"attempt to dominate nature in \u001b[0m\n", - "\u001b[32mpursuit of political domination, and are ultimately destructive to both nature and human civilization\"\u001b[0m. Miyazaki is\n", - "critical of exploitation under both communism and capitalism, as well as globalization and its effects on modern \n", - "life, believing \u001b[32m\"a company is common property of the people that work there\"\u001b[0m. Ram Prakash Dwivedi identified values\n", - "of Mahatma Gandhi in the films of Miyazaki.\n", - "Several of Miyazaki's films feature anti-war themes. Daisuke Akimoto of Animation Studies categorized Porco Rosso \n", - "as \u001b[32m\"anti-war propaganda\"\u001b[0m and felt the protagonist, Porco, transforms into a pig partly due to his extreme distaste \n", - "of militarism. Akimoto also argues that The Wind Rises reflects Miyazaki's \u001b[32m\"antiwar pacifism\"\u001b[0m, despite Miyazaki \n", - "stating that the film does not attempt to \u001b[32m\"denounce\"\u001b[0m war. Schellhase also identifies Princess Mononoke as a \n", - "pacifist film due to the protagonist, Ashitaka; instead of joining the campaign of revenge against humankind, as \n", - "his ethnic history would lead him to do, Ashitaka strives for peace. David Loy and Linda Goodhew argue both \n", - "Nausicaä of the Valley of the Wind and Princess Mononoke do not depict traditional evil, but the Buddhist roots of \n", - "evil: greed, ill will, and delusion; according to Buddhism, the roots of evil must transform into \u001b[32m\"generosity, \u001b[0m\n", - "\u001b[32mloving-kindness and wisdom\"\u001b[0m in order to overcome suffering, and both Nausicaä and Ashitaka accomplish this. When \n", - "characters in Miyazaki's films are forced to engage in violence, it is shown as being a difficult task; in Howl's \n", - "Moving Castle, Howl is forced to fight an inescapable battle in defense of those he loves, and it almost destroys \n", - "him, though he is ultimately saved by Sophie's love and bravery.\n", - "Suzuki described Miyazaki as a feminist in reference to his attitude to female workers. Miyazaki has described his \n", - "female characters as \u001b[32m\"brave, self-sufficient girls that don't think twice about fighting for what they believe in \u001b[0m\n", - "\u001b[32mwith all their heart\"\u001b[0m, stating they may \u001b[32m\"need a friend, or a supporter, but never a saviour\"\u001b[0m and \u001b[32m\"any woman is just\u001b[0m\n", - "\u001b[32mas capable of being a hero as any man\"\u001b[0m. Nausicaä of the Valley of the Wind was lauded for its positive portrayal of\n", - "women, particularly protagonist Nausicaä. Schellhase noted the female characters in Miyazaki's films are not \n", - "objectified or sexualized, and possess complex and individual characteristics absent from Hollywood productions. \n", - "Schellhase also identified a \u001b[32m\"coming of age\"\u001b[0m element for the heroines in Miyazaki's films, as they each discover \n", - "\u001b[32m\"individual personality and strengths\"\u001b[0m. Gabrielle Bellot of The Atlantic wrote that, in his films, Miyazaki \u001b[32m\"shows \u001b[0m\n", - "\u001b[32ma keen understanding of the complexities of what it might mean to be a woman\"\u001b[0m. In particular, Bellot cites Nausicaä\n", - "of the Valley of the Wind, praising the film's challenging of gender expectations, and the strong and independent \n", - "nature of Nausicaä. Bellot also noted Princess Mononoke's San represents the \u001b[32m\"conflict between selfhood and \u001b[0m\n", - "\u001b[32mexpression\"\u001b[0m.\n", - "Miyazaki is concerned with the sense of wonder in young people, seeking to maintain themes of love and family in \n", - "his films. Michael Toscano of Curator found Miyazaki \u001b[32m\"fears Japanese children are dimmed by a culture of \u001b[0m\n", - "\u001b[32moverconsumption, overprotection, utilitarian education, careerism, techno-industrialism, and a secularism that is \u001b[0m\n", - "\u001b[32mswallowing Japan's native animism\"\u001b[0m. Schellhase wrote that several of Miyazaki's works feature themes of love and \n", - "romance, but felt emphasis is placed on \u001b[32m\"the way lonely and vulnerable individuals are integrated into \u001b[0m\n", - "\u001b[32mrelationships of mutual reliance and responsibility, which generally benefit everyone around them\"\u001b[0m. He also found \n", - "many of the protagonists in Miyazaki's films present an idealized image of families, whereas others are \n", - "dysfunctional.\n", - "\n", - "Creation process and influences\n", - "Miyazaki forgoes traditional screenplays in his productions, instead developing the narrative as he designs the \n", - "storyboards, stating \u001b[32m\"We never know where the story will go but we just keep working on the film as it develops\"\u001b[0m. \n", - "Miyazaki has employed traditional animation methods in all of his films, drawing each frame by hand; \n", - "computer-generated imagery has been employed in several of his later films, beginning with Princess Mononoke, to \n", - "\u001b[32m\"enrich the visual look\"\u001b[0m, though he ensures each film can \u001b[32m\"retain the right ratio between working by hand and \u001b[0m\n", - "\u001b[32mcomputer ... and still be able to call my films 2D\"\u001b[0m. He oversees every frame of his films. For character designs, \n", - "Miyazaki draws original drafts used by animation directors to create reference sheets, which are then corrected by \n", - "Miyazaki in his style.\n", - "Miyazaki has cited several Japanese artists as his influences, including Sanpei Shirato, Osamu Tezuka, Soji \n", - "Yamakawa, and Isao Takahata, and Western artists and animators like Frédéric Back, Jean Giraud, Paul Grimault, Yuri\n", - "Norstein, and animation studio Aardman Animations \u001b[1m(\u001b[0mspecifically the works of Nick Park\u001b[1m)\u001b[0m. A number of authors have \n", - "also influenced his works, including Lewis Carroll, Roald Dahl, Ursula K. Le Guin, Philippa Pearce, Rosemary \n", - "Sutcliff, and Antoine de Saint-Exupéry, Specific works that have influenced Miyazaki include Animal Farm \u001b[1m(\u001b[0m\u001b[1;36m1945\u001b[0m\u001b[1m)\u001b[0m, \n", - "The Snow Queen \u001b[1m(\u001b[0m\u001b[1;36m1957\u001b[0m\u001b[1m)\u001b[0m, and The King and the Mockingbird \u001b[1m(\u001b[0m\u001b[1;36m1980\u001b[0m\u001b[1m)\u001b[0m; The Snow Queen is said to be the true catalyst for \n", - "Miyazaki's filmography, influencing his training and work. When animating young children, Miyazaki often takes \n", - "inspiration from his friends' children and memories of his own childhood.\n", - "\n", - "Personal life\n", - "Miyazaki's wife, Akemi Ōta \u001b[1m(\u001b[0m大田朱美\u001b[1m)\u001b[0m, was born in \u001b[1;36m1938\u001b[0m and hired as an inbetween artist at Toei Animation in \u001b[1;36m1958\u001b[0m,\n", - "working on Panda and the Magic Serpent and Alakazam the Great \u001b[1m(\u001b[0m\u001b[1;36m1960\u001b[0m\u001b[1m)\u001b[0m. She and Miyazaki met at Toei in \u001b[1;36m1964\u001b[0m, and \n", - "they married in October \u001b[1;36m1965\u001b[0m. At Toei, they worked together on The Great Adventure of Horus, Prince of the Sun and \n", - "The Wonderful World of Puss 'n Boots. They have two sons: Goro, born in January \u001b[1;36m1967\u001b[0m, and Keisuke, born in April \n", - "\u001b[1;36m1969\u001b[0m. Becoming a father changed Miyazaki and he tried to produce work to please his children.\n", - "Miyazaki initially fulfilled a promise to his wife that they would both continue to work after Goro's birth, \n", - "dropping him off at preschool for the day; however, upon seeing Goro's exhaustion walking home one day, Miyazaki \n", - "decided they could not continue, and his wife quit in \u001b[1;36m1972\u001b[0m to stay at home and raise their children. She was \n", - "reluctant to do so but considered it necessary to allow Miyazaki to focus on his work. Miyazaki's dedication to his\n", - "work harmed his relationship with his children as he was often absent. Goro watched his father's works to \n", - "\u001b[32m\"understand\"\u001b[0m him since the two rarely talked. Miyazaki said he \u001b[32m\"tried to be a good father, but in the end \u001b[0m\u001b[32m wasn't a\u001b[0m\n", - "\u001b[32mvery good parent\"\u001b[0m. During production of Tales from Earthsea in \u001b[1;36m2006\u001b[0m, Goro said his father \u001b[32m\"gets zero marks as a \u001b[0m\n", - "\u001b[32mfather but full marks as a director of animated films\"\u001b[0m.\n", - "Goro worked at a landscape design firm before beginning to work at the Ghibli Museum; he designed the garden on its\n", - "rooftop and eventually became its curator. Keisuke studied forestry at Shinshu University and works as a wood \n", - "artist; he designed a woodcut print that appears in Whisper of the Heart. Miyazaki's niece, Mei Okuyama, who was \n", - "the inspiration behind the character Mei in My Neighbor Totoro, is married to animation artist Daisuke Tsutsumi.\n", - "\n", - "Legacy\n", - "Miyazaki was described as the \u001b[32m\"godfather of animation in Japan\"\u001b[0m by BBC's Tessa Wong in \u001b[1;36m2016\u001b[0m, citing his \n", - "craftsmanship and humanity, the themes of his films, and his inspiration to younger artists. Courtney Lanning of \n", - "Arkansas Democrat-Gazette named him one of the world's greatest animators, comparing him to Osamu Tezuka and Walt \n", - "Disney; Miyazaki has been called \u001b[32m\"the Disney of Japan\"\u001b[0m, though Helen McCarthy considered comparison to Akira \n", - "Kurosawa more appropriate due to the combination of grandeur and sensitivity in his work, dubbing him \u001b[32m\"the Kurosawa\u001b[0m\n", - "\u001b[32mof animation\"\u001b[0m. Swapnil Dhruv Bose of Far Out Magazine wrote that Miyazaki's work \u001b[32m\"has shaped not only the future of\u001b[0m\n", - "\u001b[32manimation but also filmmaking in general\"\u001b[0m, and that it helped \u001b[32m\"generation after generation of young viewers to \u001b[0m\n", - "\u001b[32mobserve the magic that exists in the mundane\"\u001b[0m. Richard James Havis of South China Morning Post called him a \u001b[32m\"genius\u001b[0m\n", - "\u001b[32m... who sets exacting standards for himself, his peers and studio staff\"\u001b[0m. Paste's Toussaint Egan described Miyazaki\n", - "as \u001b[32m\"one of anime's great auteurs\"\u001b[0m, whose \u001b[32m\"stories of such singular thematic vision and unmistakable aesthetic\"\u001b[0m \n", - "captured viewers otherwise unfamiliar with anime. Miyazaki became the subject of an exhibit at the Academy Museum \n", - "of Motion Pictures in Los Angeles in \u001b[1;36m2021\u001b[0m, featuring over \u001b[1;36m400\u001b[0m objects from his films.\n", - "Miyazaki has frequently been cited as an inspiration to numerous animators, directors and writers around the world,\n", - "including Wes Anderson, Tony Bancroft, James Cameron, Barry Cook, Dean DeBlois, Guillermo del Toro, Pete Docter, \n", - "Mamoru Hosoda, Bong Joon-ho, Travis Knight, John Lasseter, Nick Park, Henry Selick, Makoto Shinkai, and Steven \n", - "Spielberg. Glen Keane said Miyazaki is a \u001b[32m\"huge influence\"\u001b[0m on Walt Disney Animation Studios and has been \u001b[32m\"part of \u001b[0m\n", - "\u001b[32mour heritage\"\u001b[0m ever since The Rescuers Down Under \u001b[1m(\u001b[0m\u001b[1;36m1990\u001b[0m\u001b[1m)\u001b[0m. The Disney Renaissance era was also prompted by \n", - "competition with the development of Miyazaki's films. Artists from Pixar and Aardman Studios signed a tribute \n", - "stating, \u001b[32m\"You're our inspiration, Miyazaki-san!\"\u001b[0m He has also been cited as inspiration for video game designers \n", - "including Shigeru Miyamoto on The Legend of Zelda and Hironobu Sakaguchi on Final Fantasy, as well as the \n", - "television series Avatar: The Last Airbender, and the video game Ori and the Blind Forest \u001b[1m(\u001b[0m\u001b[1;36m2015\u001b[0m\u001b[1m)\u001b[0m.\n", - "Several books have been written about Miyazaki by scholars such as Raz Greenberg, Helen McCarthy, and Susan J. \n", - "Napier; according to Jeff Lenburg, more papers have been written about Miyazaki than any other Japanese artist. \n", - "Studio Ghibli has searched for some time for Miyazaki and Suzuki's successor to lead the studio; Kondō, the \n", - "director of Whisper of the Heart, was initially considered, but died from a sudden heart attack in \u001b[1;36m1998\u001b[0m. Some \n", - "candidates were considered by \u001b[1;36m2023\u001b[0m—including Miyazaki's son Goro, who declined—but the studio was not able to find \n", - "a successor.\n", - "\n", - "Selected filmography\n", - "The Castle of Cagliostro \u001b[1m(\u001b[0m\u001b[1;36m1979\u001b[0m\u001b[1m)\u001b[0m\n", - "Nausicaä of the Valley of the Wind \u001b[1m(\u001b[0m\u001b[1;36m1984\u001b[0m\u001b[1m)\u001b[0m\n", - "Laputa: Castle in the Sky \u001b[1m(\u001b[0m\u001b[1;36m1986\u001b[0m\u001b[1m)\u001b[0m\n", - "My Neighbor Totoro \u001b[1m(\u001b[0m\u001b[1;36m1988\u001b[0m\u001b[1m)\u001b[0m\n", - "Kiki's Delivery Service \u001b[1m(\u001b[0m\u001b[1;36m1989\u001b[0m\u001b[1m)\u001b[0m\n", - "Porco Rosso \u001b[1m(\u001b[0m\u001b[1;36m1992\u001b[0m\u001b[1m)\u001b[0m\n", - "Princess Mononoke \u001b[1m(\u001b[0m\u001b[1;36m1997\u001b[0m\u001b[1m)\u001b[0m\n", - "Spirited Away \u001b[1m(\u001b[0m\u001b[1;36m2001\u001b[0m\u001b[1m)\u001b[0m\n", - "Howl's Moving Castle \u001b[1m(\u001b[0m\u001b[1;36m2004\u001b[0m\u001b[1m)\u001b[0m\n", - "Ponyo \u001b[1m(\u001b[0m\u001b[1;36m2008\u001b[0m\u001b[1m)\u001b[0m\n", - "The Wind Rises \u001b[1m(\u001b[0m\u001b[1;36m2013\u001b[0m\u001b[1m)\u001b[0m\n", - "The Boy and the Heron \u001b[1m(\u001b[0m\u001b[1;36m2023\u001b[0m\u001b[1m)\u001b[0m\n", - "\n", - "Awards and nominations\n", - "Miyazaki won the Ōfuji Noburō Award at the Mainichi Film Awards for The Castle of Cagliostro \u001b[1m(\u001b[0m\u001b[1;36m1979\u001b[0m\u001b[1m)\u001b[0m, Nausicaä of \n", - "the Valley of the Wind \u001b[1m(\u001b[0m\u001b[1;36m1984\u001b[0m\u001b[1m)\u001b[0m, Laputa: Castle in the Sky \u001b[1m(\u001b[0m\u001b[1;36m1986\u001b[0m\u001b[1m)\u001b[0m, My Neighbor Totoro \u001b[1m(\u001b[0m\u001b[1;36m1988\u001b[0m\u001b[1m)\u001b[0m, and The Boy and the \n", - "Heron \u001b[1m(\u001b[0m\u001b[1;36m2023\u001b[0m\u001b[1m)\u001b[0m, and the Mainichi Film Award for Best Animation Film for Kiki's Delivery Service \u001b[1m(\u001b[0m\u001b[1;36m1989\u001b[0m\u001b[1m)\u001b[0m, Porco Rosso \n", - "\u001b[1m(\u001b[0m\u001b[1;36m1992\u001b[0m\u001b[1m)\u001b[0m, Princess Mononoke \u001b[1m(\u001b[0m\u001b[1;36m1997\u001b[0m\u001b[1m)\u001b[0m, Spirited Away \u001b[1m(\u001b[0m\u001b[1;36m2001\u001b[0m\u001b[1m)\u001b[0m, and Whale Hunt \u001b[1m(\u001b[0m\u001b[1;36m2001\u001b[0m\u001b[1m)\u001b[0m. Spirited Away and The Boy and the \n", - "Heron were awarded the Academy Award for Best Animated Feature, while Howl's Moving Castle \u001b[1m(\u001b[0m\u001b[1;36m2004\u001b[0m\u001b[1m)\u001b[0m and The Wind \n", - "Rises \u001b[1m(\u001b[0m\u001b[1;36m2013\u001b[0m\u001b[1m)\u001b[0m received nominations. He was named a Person of Cultural Merit by the Japanese government in November \n", - "\u001b[1;36m2012\u001b[0m, for outstanding cultural contributions. Time named him one of the \u001b[1;36m100\u001b[0m most influential people in the world in\n", - "\u001b[1;36m2005\u001b[0m and \u001b[1;36m2024\u001b[0m, and Gold House honored him on its Most Impactful Asians A100 list in \u001b[1;36m2024\u001b[0m. He was an honoree of the \n", - "Ramon Magsaysay Award in \u001b[1;36m2024\u001b[0m for his usage of art to \u001b[32m\"illuminate the human condition\"\u001b[0m. Miyazaki's other accolades \n", - "include several Annie Awards, Japan Academy Film Prizes, Kinema Junpo Awards, and Tokyo Anime Awards.\n", - "\n", - "Notes\n", - "References\n", - "Sources\n", - "Print sources\n", - "Journal articles\n", - "Web sources\n", - "Video sources\n", - "External links\n", - "\n", - "Studio Ghibli \u001b[1m(\u001b[0min Japanese\u001b[1m)\u001b[0m\n", - "Hayao Miyazaki at Anime News Network's encyclopedia\n", - "Hayao Miyazaki at IMDb\n", - "Hayao Miyazaki at Library of Congress, with \u001b[1;36m14\u001b[0m library catalogue records\n" - ], - "text/html": [ - "
Hayao Miyazaki (宮崎 駿 or 宮﨑 駿, Miyazaki Hayao, ; born January 5, 1941) is a Japanese animator, filmmaker, and \n",
-              "manga artist. A founder of Studio Ghibli, he has attained international acclaim as a masterful storyteller and \n",
-              "creator of Japanese animated feature films, and is widely regarded as one of the most accomplished filmmakers in \n",
-              "the history of animation.\n",
-              "Born in Tokyo City, Miyazaki expressed interest in manga and animation from an early age. He joined Toei Animation \n",
-              "in 1963, working as an inbetween artist and key animator on films like Gulliver's Travels Beyond the Moon (1965), \n",
-              "Puss in Boots (1969), and Animal Treasure Island (1971), before moving to A-Pro in 1971, where he co-directed Lupin\n",
-              "the Third Part I (1971–1972) alongside Isao Takahata. After moving to Zuiyō Eizō (later Nippon Animation) in 1973, \n",
-              "Miyazaki worked as an animator on World Masterpiece Theater and directed the television series Future Boy Conan \n",
-              "(1978). He joined Tokyo Movie Shinsha in 1979 to direct his first feature film The Castle of Cagliostro (1979) and \n",
-              "the television series Sherlock Hound (1984–1985). He wrote and illustrated the manga Nausicaä of the Valley of the \n",
-              "Wind (1982–1994) and directed the 1984 film adaptation produced by Topcraft.\n",
-              "Miyazaki co-founded Studio Ghibli in 1985, writing and directing films such as Laputa: Castle in the Sky (1986), My\n",
-              "Neighbor Totoro (1988), Kiki's Delivery Service (1989), and Porco Rosso (1992), which were met with critical and \n",
-              "commercial success in Japan. Miyazaki's Princess Mononoke (1997) was the first animated film to win the Japan \n",
-              "Academy Film Prize for Picture of the Year and briefly became the highest-grossing film in Japan; its Western \n",
-              "distribution increased Ghibli's worldwide popularity and influence. Spirited Away (2001) became Japan's \n",
-              "highest-grossing film and won the Academy Award for Best Animated Feature; it is frequently ranked among the \n",
-              "greatest films of the 21st century. Miyazaki's later films—Howl's Moving Castle (2004), Ponyo (2008), and The Wind \n",
-              "Rises (2013)—also enjoyed critical and commercial success. He retired from feature films in 2013 but later returned\n",
-              "to make The Boy and the Heron (2023), which won the Academy Award for Best Animated Feature.\n",
-              "Miyazaki's works are frequently subject to scholarly analysis and have been characterized by the recurrence of \n",
-              "themes such as humanity's relationship with nature and technology, the importance of art and craftsmanship, and the\n",
-              "difficulty of maintaining a pacifist ethic in a violent world. His protagonists are often strong girls or young \n",
-              "women, and several of his films present morally ambiguous antagonists with redeeming qualities. Miyazaki's works \n",
-              "have been highly praised and awarded; he was named a Person of Cultural Merit for outstanding cultural \n",
-              "contributions in 2012, and received the Academy Honorary Award for his impact on animation and cinema in 2014. \n",
-              "Miyazaki has frequently been cited as an inspiration for numerous animators, directors, and writers.\n",
-              "\n",
-              "Early life\n",
-              "Hayao Miyazaki was born on January 5, 1941, in the town Akebono-cho in Hongō, Tokyo City, Empire of Japan, the \n",
-              "second of four sons. His father, Katsuji Miyazaki (born 1915), was the director of Miyazaki Airplane, his brother's\n",
-              "company, which manufactured rudders for fighter planes during World War II. The business allowed his family to \n",
-              "remain affluent during Miyazaki's early life. Miyazaki's father enjoyed purchasing paintings and demonstrating them\n",
-              "to guests, but otherwise had little known artistic understanding. He was in the Imperial Japanese Army around 1940,\n",
-              "discharged and lectured about disloyalty after declaring to his commanding officer that he wished not to fight \n",
-              "because of his wife and young child. According to Miyazaki, his father often told him about his exploits, claiming \n",
-              "he continued to attend nightclubs after turning 70. Katsuji Miyazaki died on March 18, 1993. After his death, \n",
-              "Miyazaki felt he had often looked at his father negatively and that he had never said anything \"lofty or \n",
-              "inspiring\". He regretted not having a serious discussion with his father, and felt he had inherited his \n",
-              "\"anarchistic feelings and his lack of concern about embracing contradictions\".\n",
-              "\n",
-              "Some of Miyazaki's earliest memories are of \"bombed-out cities\". In 1944, when he was three years old, Miyazaki's \n",
-              "family evacuated to Utsunomiya. After the bombing of Utsunomiya in July 1945, he and his family evacuated to \n",
-              "Kanuma. The bombing left a lasting impression on Miyazaki, then aged four. As a child, Miyazaki suffered from \n",
-              "digestive problems, and was told he would not live beyond 20, making him feel like an outcast; he considered \n",
-              "himself \"clumsy and weak\", protected at school by his older brother. From 1947 to 1955, Miyazaki's mother Yoshiko \n",
-              "suffered from spinal tuberculosis; she spent the first few years in hospital before being nursed from home, forcing\n",
-              "Miyazaki and his siblings to take over domestic duties. Yoshiko was frugal, and described as a strict, intellectual\n",
-              "woman who regularly questioned \"socially accepted norms\". She was closest with Miyazaki, and had a strong influence\n",
-              "on him and his later work. Yoshiko Miyazaki died in July 1983 at the age of 72.\n",
-              "Miyazaki began school as an evacuee in 1947, at an elementary school in Utsunomiya, completing the first through \n",
-              "third grades. After his family moved back to Suginami-ku in 1950, Miyazaki completed the fourth grade at Ōmiya \n",
-              "Elementary School, and fifth grade at Eifuku Elementary School, which was newly established after splitting off \n",
-              "from Ōmiya Elementary. After graduating from Eifuku as part of the first graduating class, he attended Ōmiya Junior\n",
-              "High School. He aspired to become a manga artist, but discovered he could not draw people; instead, he drew planes,\n",
-              "tanks, and battleships for several years. Miyazaki was influenced by several manga artists, such as Tetsuji \n",
-              "Fukushima, Soji Yamakawa and Osamu Tezuka. Miyazaki destroyed much of his early work, believing it was \"bad form\" \n",
-              "to copy Tezuka's style as it was hindering his own development as an artist. He preferred to see artists like \n",
-              "Tezuka as fellow artists rather than idols to worship. Around this time, Miyazaki often saw movies with his father,\n",
-              "who was an avid moviegoer; memorable films for Miyazaki include Meshi (1951) and Tasogare Sakaba (1955).\n",
-              "After graduating from Ōmiya Junior High, Miyazaki attended Toyotama High School. During his third and final year, \n",
-              "Miyazaki's interest in animation was sparked by Panda and the Magic Serpent (1958), Japan's first feature-length \n",
-              "animated film in color; he had sneaked out to watch the film instead of studying for his entrance exams. Miyazaki \n",
-              "later recounted that, falling in love with its heroine, the film moved him to tears and left a profound impression,\n",
-              "prompting him to create work true to his own feelings instead of imitating popular trends; he wrote the film's \n",
-              "\"pure, earnest world\" promoted a side of him that \"yearned desperately to affirm the world rather than negate it\". \n",
-              "After graduating from Toyotama, Miyazaki attended Gakushuin University in the department of political economy, \n",
-              "majoring in Japanese Industrial Theory; he considered himself a poor student as he instead focused on art. He \n",
-              "joined the \"Children's Literature Research Club\", the \"closest thing back then to a comics club\"; he was sometimes \n",
-              "the sole member of the club. In his free time, Miyazaki would visit his art teacher from middle school and sketch \n",
-              "in his studio, where the two would drink and \"talk about politics, life, all sorts of things\". Around this time, he\n",
-              "also drew manga; he never completed any stories, but accumulated thousands of pages of the beginnings of stories. \n",
-              "He also frequently approached manga publishers to rent their stories. In 1960, Miyazaki was a bystander during the \n",
-              "Anpo protests, having developed an interest after seeing photographs in Asahi Graph; by that point, he was too late\n",
-              "to participate in the demonstrations. Miyazaki graduated from Gakushuin in 1963 with degrees in political science \n",
-              "and economics.\n",
-              "\n",
-              "Career\n",
-              "Early career\n",
-              "In 1963, Miyazaki was employed at Toei Doga; this was the last year the company hired regularly. He began renting a\n",
-              "four-and-a-half tatami (7.4 m2; 80 sq ft) apartment in Nerima, Tokyo, near Toei's studio; the rent was ¥6,000, \n",
-              "while his salary at Toei was ¥19,500. Miyazaki worked as an inbetween artist on the theatrical feature films Doggie\n",
-              "March (1963) and Gulliver's Travels Beyond the Moon (1965) and the television anime Wolf Boy Ken (1963). His \n",
-              "proposed changes to the ending of Gulliver's Travels Beyond the Moon were accepted by its director; he was \n",
-              "uncredited but his work was praised. Miyazaki found inbetween art unsatisfying and wanted to work on more \n",
-              "expressive designs. He was a leader in a labor dispute soon after his arrival at Toei, and became chief secretary \n",
-              "of its labor union in 1964; its vice-chairman was Isao Takahata, with whom Miyazaki would form a lifelong \n",
-              "collaboration and friendship. Around this time, Miyazaki questioned his career choice and considered leaving the \n",
-              "industry; a screening of The Snow Queen in 1964 moved him, prompting him to continue working \"with renewed \n",
-              "determination\". \n",
-              "During production of the anime series Shōnen Ninja Kaze no Fujimaru (1964–1965), Miyazaki moved from inbetween art \n",
-              "to key animation, and worked in the latter role on two episodes of Sally the Witch (1966–1968) and several of \n",
-              "Hustle Punch (1965–1966) and Rainbow Sentai Robin (1966–1967). Concerned that opportunities to work on creative \n",
-              "projects and feature films would become scarce following an increase in animated television, Miyazaki volunteered \n",
-              "in 1964 to work on the film The Great Adventure of Horus, Prince of the Sun (1968); he was chief animator, concept \n",
-              "artist, and scene designer, and was credited as \"scene designer\" to reflect his role. On the film, he worked \n",
-              "closely with his mentor, Yasuo Ōtsuka, whose approach to animation profoundly influenced Miyazaki's work. Directed \n",
-              "by Takahata, the film was highly praised, and deemed a pivotal work in the evolution of animation, though its \n",
-              "limited release and minimal promotion led to a disappointing box office result, among Toei Animation's worst, which\n",
-              "threatened the studio financially.\n",
-              "Miyazaki moved to a residence in Higashimurayama after his wedding in October 1965, to Ōizumigakuenchō after the \n",
-              "birth of his second son in April 1969, and to Tokorozawa in 1970.\n",
-              "Miyazaki provided key animation for The Wonderful World of Puss 'n Boots (1969), directed by Kimio Yabuki. He \n",
-              "created a 12-chapter manga series as a promotional tie-in for the film; the series ran in the Sunday edition of \n",
-              "Tokyo Shimbun from January to March 1969. Miyazaki later proposed scenes in the screenplay for Flying Phantom Ship \n",
-              "(1969) in which military tanks would cause mass hysteria in downtown Tokyo, and was hired to storyboard and animate\n",
-              "the scenes. Beginning a shift towards slow-paced productions featuring mostly female protagonists, he provided key \n",
-              "animation for Moomin (1969), two episodes of Himitsu no Akko-chan (1969–1970), and one episode of Sarutobi Ecchan \n",
-              "(1971), and was organizer and key animator for Ali Baba and the Forty Thieves (1971). Under the pseudonym Akitsu \n",
-              "Saburō (秋津 三朗), Miyazaki wrote and illustrated the manga People of the Desert, published in 26 installments \n",
-              "between September 1969 and March 1970 in Boys and Girls Newspaper (少年少女新聞, Shōnen shōjo shinbun). He was \n",
-              "influenced by illustrated stories such as Fukushima's Evil Lord of the Desert (沙漠の魔王, Sabaku no maō). In 1971,\n",
-              "Miyazaki developed structure, characters, and designs for Hiroshi Ikeda's adaptation of Animal Treasure Island, \n",
-              "providing key animation and script development. He created the 13-part manga adaptation, printed in Tokyo Shimbun \n",
-              "from January to March 1971.\n",
-              "Miyazaki left Toei Animation in August 1971, having become dissatisfied by the lack of creative prospects and \n",
-              "autonomy, and by confrontations with management regarding The Great Adventure of Horus. He followed Takahata and \n",
-              "Yōichi Kotabe to A-Pro, where he directed, or co-directed with Takahata, 17 of the 23 episodes of Lupin the Third \n",
-              "Part I, originally intended as a movie project. This was Miyazaki's directorial debut. He and Takahata were engaged\n",
-              "to emphasize the series' humor over its violence. The two also began pre-production on a series based on Astrid \n",
-              "Lindgren's Pippi Longstocking books, designing extensive storyboards; Miyazaki and Tokyo Movie Shinsha president \n",
-              "Yutaka Fujioka traveled to Sweden to secure the rights—Miyazaki's first trip outside Japan and possibly the first \n",
-              "overseas trip for any Japanese animator for a production—but the series was canceled after they were unable to meet\n",
-              "Lindgren, and permission was refused to complete the project. Foreign travel left an impression on Miyazaki; using \n",
-              "concepts, scripts, design, and animation from the project, he wrote, designed and animated two Panda! Go, Panda! \n",
-              "shorts in 1972 and 1973, with Takahata as director and Ōtsuka as animation director. Their choice of pandas was \n",
-              "inspired by the panda craze in Japan at the time.\n",
-              "Miyazaki drew storyboards for the first episode of The Gutsy Frog in 1971 (though they went unused), provided key \n",
-              "animation and storyboards for two episodes of Akado Suzunosuke in 1972, and delivered key animation for one episode\n",
-              "each of Kōya no Shōnen Isamu (directed by Takahata) and Samurai Giants in 1973. In 1972, he directed a five-minute \n",
-              "pilot film for the television series Yuki's Sun; the series was never produced, and the pilot fell into obscurity \n",
-              "before resurfacing as part of a Blu-ray release of Miyazaki's works in 2014. In June 1973, Miyazaki and Takahata \n",
-              "moved from A-Pro to Zuiyō Eizō, where they worked on World Masterpiece Theater, which featured their animation \n",
-              "series Heidi, Girl of the Alps, an adaptation of Johanna Spyri's Heidi. The production team wanted the series to \n",
-              "set new heights for television animation, and Miyazaki traveled to Switzerland to research and sketch in \n",
-              "preparation. Zuiyō Eizō split into two companies in July 1975; Miyazaki and Takahata's branch became Nippon \n",
-              "Animation. They briefly worked on Dog of Flanders in 1975 before moving on to the larger-scale 3000 Leagues in \n",
-              "Search of Mother (1976), directed by Takahata, for which Miyazaki traveled to Argentina and Italy as research.\n",
-              "In 1977, Miyazaki was chosen to direct his first animated television series, Future Boy Conan; he directed 24 of \n",
-              "the 26 episodes, which were broadcast in 1978. Only eight episodes were completed when the series began airing; \n",
-              "each episode was completed within ten to fourteen days. An adaptation of Alexander Key's The Incredible Tide, the \n",
-              "series features several elements that later reappeared in Miyazaki's work, such as warplanes, airplanes, and \n",
-              "environmentalism. Also working on the series was Takahata, Ōtsuka, and Yoshifumi Kondō, whom Miyazaki and Takahata \n",
-              "had met at A-Pro. Visually, Miyazaki was inspired by Paul Grimault's The Adventures of Mr. Wonderbird. Miyazaki did\n",
-              "key animation for thirty episodes of the World Masterpiece Theater series Rascal the Raccoon (1977) and provided \n",
-              "scene design and organization on the first fifteen episodes of Takahata's Anne of Green Gables before leaving \n",
-              "Nippon Animation in 1979.\n",
-              "\n",
-              "Breakthrough films\n",
-              "Miyazaki moved to Tokyo Movie Shinsha to direct his first feature anime film, The Castle of Cagliostro (1979), an \n",
-              "installment of the Lupin III franchise. Ōtsuka had approached him to direct the film following the release of Lupin\n",
-              "the 3rd: The Mystery of Mamo (1978), and Miyazaki wrote the story with Haruya Yamazaki. Wishing to insert his own \n",
-              "creativity into the franchise, Miyazaki inserted several elements and references, inspired by several of Maurice \n",
-              "Leblanc's Arsène Lupin novels, on which Lupin III is based, as well as The Adventures of Mr. Wonderbird. Visually, \n",
-              "he was inspired by Kagoshima Publishing's Italian Mountain Cities and the Tiber Estuary, reflecting his love for \n",
-              "Europe. Production ran for four months and the film was released on December 15, 1979; Miyazaki wished he could \n",
-              "have had another month of production. It was well received; Animage readers voted it the best animation of all \n",
-              "time—it remained in the top ten for more than fifteen years—and Clarisse the best heroine. In 2005, former princess\n",
-              "Sayako Kuroda's wedding dress was reportedly inspired by Clarisse's, having been a fan of Miyazaki and his work. \n",
-              "Several Japanese and American filmmakers were inspired by the film, prompting homages in other works.\n",
-              "Miyazaki became a chief animation instructor for new employees at Telecom Animation Film, a subsidiary of Tokyo \n",
-              "Movie Shinsha. and subsequently directed two episodes of Lupin the Third Part II under the pseudonym Teruki Tsutomu\n",
-              "(照樹 務), which can read as \"employee of Telecom\". In his role at Telecom, Miyazaki helped train the second wave \n",
-              "of employees. Miyazaki provided key animation for one episode of The New Adventures of Gigantor (1980–1981), and \n",
-              "directed six episodes of Sherlock Hound in 1981, until legal issues with Arthur Conan Doyle's estate led to a \n",
-              "suspension in production; Miyazaki was busy with other projects by the time the issues were resolved, and the \n",
-              "remaining episodes were directed by Kyôsuke Mikuriya and broadcast from November 1984 to May 1985. It was \n",
-              "Miyazaki's final television work. In 1982, Miyazaki, Takahata, and Kondō started work on a film adaptation of \n",
-              "Little Nemo, but Miyazaki and Takahata left after a few months due to creative clashes with Fujioka (Kondō remained\n",
-              "until 1985); the film was completed six years later as Little Nemo: Adventures in Slumberland (1989). Miyazaki \n",
-              "spent some time in the United States during the film's production.\n",
-              "After the release of The Castle of Cagliostro, Miyazaki began working on his ideas for an animated film adaptation \n",
-              "of Richard Corben's comic book Rowlf and pitched the idea to Yutaka Fujioka at Tokyo Movie Shinsha. In November \n",
-              "1980, a proposal was drawn up to acquire the film rights. Around that time, Miyazaki was also approached for a \n",
-              "series of magazine articles by Animage's editorial staff. Editors Toshio Suzuki and Osamu Kameyama took some of his\n",
-              "ideas to Animage's parent company, Tokuma Shoten, which had been considering funding animated films. Two projects \n",
-              "were proposed: Warring States Demon Castle (戦国魔城, Sengoku ma-jō), to be set in the Sengoku period; and the \n",
-              "adaptation of Corben's Rowlf. Both were rejected, as the company was unwilling to fund anime not based on existing \n",
-              "manga and the rights for Rowlf could not be secured. Elements of Miyazaki's proposal for Rowlf were recycled in his\n",
-              "later works.\n",
-              "With no films in production, Miyazaki agreed to develop a manga for the magazine, titled Nausicaä of the Valley of \n",
-              "the Wind; he had intended to stop making the manga when he received animation work; while he took some breaks in \n",
-              "releases, the manga ultimately ran from February 1982 to March 1994. Miyazaki's busy schedule and perfectionist \n",
-              "mindset led to several delays in publications, and on one occasion he withdrew some chapters before publication; he\n",
-              "considered its continued publication a burden on his other work. The story, as re-printed in the tankōbon volumes, \n",
-              "spans seven volumes for a combined total of 1,060 pages. It sold more than ten million copies in its first two \n",
-              "years. Miyazaki drew the episodes primarily in pencil, and it was printed monochrome in sepia-toned ink. The main \n",
-              "character, Nausicaä, was partly inspired by the character from Homer's Odyssey (whom Miyazaki had discovered while \n",
-              "reading Bernard Evslin's Dictionary of Grecian Myths) and the Japanese folk tale The Lady who Loved Insects, while \n",
-              "the world and ecosystem was based on Miyazaki's readings of scientific, historical, and political writings, such as\n",
-              "Sasuke Nakao's Origins of Plant Cultivation and Agriculture, Eiichi Fujimori's The World of Jomon, Paul Carell's \n",
-              "Hitler Moves East. He was also inspired by the comic series Arzach by Jean Giraud, whom he met while working on the\n",
-              "manga.\n",
-              "In 1982, Miyazaki assisted with key animation for an unreleased Zorro series, and for the feature film Space \n",
-              "Adventure Cobra: The Movie. He resigned from Telecom Animation Film in November. Around this time, he wrote the \n",
-              "graphic novel The Journey of Shuna, inspired by the Tibetan folk tale \"Prince who became a dog\". The novel was \n",
-              "published by Tokuma Shoten in June 1983, dramatized for radio broadcast in 1987, and published in English as \n",
-              "Shuna's Journey in 2022. Hayao Miyazaki's Daydream Data Notes was also irregularly published from November 1984 to \n",
-              "October 1994 in Model Graphix; selections of the stories received radio broadcast in 1995. Following the completion\n",
-              "of Nausicaä of the Valley of the Wind's first two volumes, Animage editors suggested a 15-minute short film \n",
-              "adaptation. Miyazaki, initially reluctant, countered that an hour-long animation would be more suitable, and Tokuma\n",
-              "Shoten agreed on a feature-length film.\n",
-              "Production began on May 31, 1983, with animation beginning in August; funding was provided through a joint venture \n",
-              "between Tokuma Shoten and the advertising agency Hakuhodo, for whom Miyazaki's youngest brother worked. Animation \n",
-              "studio Topcraft was chosen as the production house. Miyazaki found some of Topcraft's staff unreliable, and brought\n",
-              "on several of his previous collaborators, including Takahata, who served as producer, though he was reluctant to do\n",
-              "so. Pre-production began on May 31, 1983; Miyazaki encountered difficulties in creating the screenplay, with only \n",
-              "sixteen chapters of the manga to work with. Takahata enlisted experimental and minimalist musician Joe Hisaishi to \n",
-              "compose the film's score; he subsequently worked on all of Miyazaki's feature films.\n",
-              "For the film, Miyazaki's imagination was sparked by the mercury poisoning of Minamata Bay and how nature responded \n",
-              "and thrived in a poisoned environment, using it to create the film's polluted world. For the lead role of Nausicaä,\n",
-              "Miyazaki cast Sumi Shimamoto, who had impressed him as Clarisse in The Castle of Cagliostro and Maki in Lupin the \n",
-              "Third Part II. Nausicaä of the Valley of the Wind was created in ten months, and released on March 11, 1984. It \n",
-              "grossed ¥1.48 billion at the box office, and made an additional ¥742 million in distribution income. It is often \n",
-              "seen as Miyazaki's pivotal work, cementing his reputation as an animator. It was lauded for its positive portrayal \n",
-              "of women, particularly Nausicaä. Several critics have labeled Nausicaä of the Valley of the Wind as possessing \n",
-              "anti-war and feminist themes; Miyazaki argues otherwise, stating he only wishes to entertain. He felt Nausicaä's \n",
-              "ability to understand her opponent rather than simply defeat them meant she had to be female. The successful \n",
-              "cooperation on the creation of the manga and the film laid the foundation for other collaborative projects. In \n",
-              "April 1984, Miyazaki and Takahata created a studio to handle copyright of their work, naming it Nibariki (meaning \n",
-              "\"Two-Horse Power\", the nickname for the Citroën 2CV, which Miyazaki drove), for which an office was secured in \n",
-              "Suginami Ward, with Miyazaki serving as the senior partner.\n",
-              "\n",
-              "Studio Ghibli\n",
-              "Early films (1985–1995)\n",
-              "Following the success of Nausicaä of the Valley of the Wind, Miyazaki and Takahata founded the animation production\n",
-              "company Studio Ghibli on June 15, 1985, as a subsidiary of Tokuma Shoten, with offices in Kichijōji designed by \n",
-              "Miyazaki. Miyazaki named the studio after the Caproni Ca.309 and the Italian word meaning \"a hot wind that blows in\n",
-              "the desert\"; the name had been registered a year earlier. Suzuki worked for Studio Ghibli as producer, joining \n",
-              "full-time in 1989, while Topcraft's Tōru Hara became production manager; Suzuki's role in the creation of the \n",
-              "studio and its films has led him to being occasionally named a co-founder, and Hara is often viewed as influential \n",
-              "to the company's success. Yasuyoshi Tokuma, the founder of Tokuma Shoten, was also closely related to the company's\n",
-              "creation, having provided financial backing. Topcraft had been considered as a partner to produce Miyazaki's next \n",
-              "film, but the company went bankrupt in 1985. Several staff members subsequently hired at Studio Ghibli—up to 70 \n",
-              "full-time and 200 part-time employees in 1985—had previously worked with Miyazaki at different studios, such as \n",
-              "Telecom, Topcraft, and Toei Doga, and others like Madhouse, Inc. and Oh! Production.\n",
-              "In 1984, Miyazaki traveled to Wales, drawing the mining villages and communities of Rhondda; he witnessed the \n",
-              "miners' strike and admired the miners' dedication to their work and community. He was angered by the \"military \n",
-              "superpowers\" of the Roman Empire who conquered the Celts and felt this anguish, alongside the miners' strike, was \n",
-              "perceptible in Welsh communities. He returned in May 1985 to research his next film, Laputa: Castle in the Sky, the\n",
-              "first by Studio Ghibli. Its tight production schedule forced Miyazaki to work all day, including before and after \n",
-              "normal working hours, and he wrote lyrics for its end theme. Miyazaki used the floating island of Laputa from \n",
-              "Gulliver's Travels in the film. Laputa was released on August 2, 1986, by the Toei Company. It sold around 775,000 \n",
-              "tickets, making a modest financial return, though Miyazaki and Suzuki expressed their disappointment with its box \n",
-              "office figures of approximately US$2.5 million.\n",
-              "After the success of Nausicaä, Miyazaki visited Yanagawa and considered imitating it in an animated film, \n",
-              "fascinated by its canal system; instead, Takahata directed a live-action documentary about the region, The Story of\n",
-              "Yanagawa's Canals (1987). Miyazaki produced and financed the film, and provided several animated sequences. Its \n",
-              "creation spanned four years, and Miyazaki considered it his social responsibility—to both Japanese society and \n",
-              "filmmaking—in seeing it produced. Laputa was created partly to fund production of the documentary, for which \n",
-              "Takahata had depleted his funds. In June 1985, Nausicaä of the Valley of the Wind was released in the United States\n",
-              "as Warriors of the Wind, with significant cuts; almost 30 minutes of dialogue and character development were \n",
-              "removed, erasing parts of its plot and themes. Miyazaki and Takahata subsequently refused to consider Western \n",
-              "releases of their films for the following decade.\n",
-              "Miyazaki's next film, My Neighbor Totoro, originated in ideas he had as a child; he felt \"Totoro is where my \n",
-              "consciousness began\". An attempt to pitch My Neighbor Totoro to Tokuma Shoten in the early 1980s had been \n",
-              "unsuccessful, and Miyazaki faced difficulty in attempting to pitch it again in 1987. Suzuki proposed that Totoro be\n",
-              "released as a double bill alongside Takahata's Grave of the Fireflies; as the latter, based on the 1967 short story\n",
-              "by Akiyuki Nosaka, had historical value, Suzuki predicted school students would be taken to watch both. Totoro \n",
-              "features the theme of the relationship between the environment and humanity, showing that harmony is the result of \n",
-              "respecting the environment. The film also references Miyazaki's mother; the child protagonists' mother is \n",
-              "bedridden. As with Laputa, Miyazaki wrote lyrics for Totoro's end theme. Miyazaki struggled with the film's script \n",
-              "until he read a Mainichi Graph story about Japan forty years prior, opting to set the film in the country before \n",
-              "Tokyo's expansion and the advent of television. Miyazaki has subsequently donated money and artwork to fund \n",
-              "preservation of the forested land in Saitama Prefecture, in which the film is set.\n",
-              "Production of My Neighbor Totoro began in April 1987 and took exactly a year; it was released on April 16, 1988. \n",
-              "While the film received critical acclaim, it was only moderately successful at the box office. Studio Ghibli \n",
-              "approved merchandising rights in 1990, which led to major commercial success; merchandise profits alone were able \n",
-              "to sustain the studio for years. The film was labeled a cult classic, eventually gaining success in the United \n",
-              "States after its release in 1993, where its home video release sold almost 500,000 copies. Akira Kurosawa said the \n",
-              "film moved him, naming it among his hundred favorite films—one of few Japanese films to be named. An asteroid \n",
-              "discovered by Takao Kobayashi in December 1994 was named after the film: 10160 Totoro.\n",
-              "In 1987, Studio Ghibli acquired the rights to create a film adaptation of Eiko Kadono's novel Kiki's Delivery \n",
-              "Service. Miyazaki's work on My Neighbor Totoro prevented him from directing the adaptation; he acted as producer, \n",
-              "while Sunao Katabuchi was chosen as director and Nobuyuki Isshiki as script writer. Miyazaki's dissatisfaction of \n",
-              "Isshiki's first draft led him to make changes to the project, ultimately taking the role of director. Kadono \n",
-              "expressed her dissatisfaction with the differences between the book and screenplay, but Miyazaki and Takahata \n",
-              "convinced her to let production continue. The film was originally intended to be a 60-minute special, but expanded \n",
-              "into a feature film after Miyazaki completed the storyboards and screenplay. Miyazaki felt the struggles of the \n",
-              "protagonist, Kiki, reflected the feelings of young girls in Japan yearning to live independently in cities, while \n",
-              "her talents reflected those of real girls, despite her magical powers. In preparation for production, Miyazaki and \n",
-              "other senior staff members traveled to Sweden, where they captured eighty rolls of film in Stockholm and Visby, the\n",
-              "former being the primary inspiration behind the film's city. Kiki's Delivery Service premiered on July 29, 1989; it\n",
-              "was critically successful, winning the Anime Grand Prix. With more than 2.6 million tickets sold, it earned ¥2.15 \n",
-              "billion at the box office and was the highest-grossing film in Japan in 1989. Miyazaki and Studio Ghibli personally\n",
-              "approved the subsequent English translations.\n",
-              "From March to May 1989, Miyazaki's manga Hikōtei Jidai was published in the magazine Model Graphix, based on an \n",
-              "earlier film idea he had assigned to a younger director in 1988 that fell through due to creative differences. \n",
-              "Miyazaki began production on a 45-minute in-flight film for Japan Airlines based on the manga; Suzuki extended it \n",
-              "into a feature-length film, titled Porco Rosso, as expectations and budget grew. Miyazaki began work on the film \n",
-              "with little assistance, as its production overlapped with Takahata's Only Yesterday (1991), which Miyazaki \n",
-              "co-produced. The outbreak of the Yugoslav Wars in 1991 affected Miyazaki, prompting a more sombre tone for Porco \n",
-              "Rosso; the Croatian War of Independence moved the film's setting from Dubrovnik to the Adriatic Sea. Miyazaki later\n",
-              "referred to the film as \"foolish\", as its mature tones were unsuitable for children, noting he had made it for his \n",
-              "\"own pleasure\" due to his love of planes.\n",
-              "Except for the Curtiss R3C-2, all planes in Porco Rosso are original creations from Miyazaki's imagination, based \n",
-              "on his childhood memories. The film also pays homage to the work of Fleischer Studios and Winsor McCay, which were \n",
-              "influential to Japanese animation in the 1940s. The film featured anti-war themes, which Miyazaki would later \n",
-              "revisit. The protagonist's name, Marco Pagot, is the same as an Italian animator with whom Miyazaki had worked on \n",
-              "Sherlock Hound. Some female staff at Studio Ghibli considered the film's Piccolo factory—led by a man and staffed \n",
-              "by women—an intentional mirroring of Studio Ghibli's staff, of whom many are women; some viewed it as Miyazaki's \n",
-              "respect for their work ethic, though others felt it implied women were easier to exploit. Japan Airlines remained a\n",
-              "major investor in the film, resulting in its initial premiere as an in-flight film, prior to its theatrical release\n",
-              "on July 18, 1992. It was Miyazaki's first film not to top Animage's yearly reader poll, which has been attributed \n",
-              "to its mature focus. The film was commercially successful, becoming the highest-grossing film of the year in Japan;\n",
-              "it remained one of the highest-grossing films for several years.\n",
-              "During production of Porco Rosso, Miyazaki spearheaded work on Studio Ghibli's new studio in Koganei, Tokyo, \n",
-              "designing the blueprints, selecting materials, and working with builders. The studio opened in August 1992, and the\n",
-              "staff moved in shortly after Porco Rosso's release. Around this time, Miyazaki started work on the final volumes of\n",
-              "the manga Nausicaä of the Valley of the Wind, which he created in-house at Studio Ghibli. In November, two \n",
-              "television spots directed by Miyazaki were broadcast by Nippon Television Network (NTV): Sora Iro no Tane, a \n",
-              "90-second spot adapted from the illustrated story Sora Iro no Tane by Rieko Nakagawa and Yuriko Omura; and \n",
-              "Nandarou, a series of four five-second advertisements featuring an undefinable creature. Miyazaki assisted with the\n",
-              "concept of Takahata's Pom Poko (1994), and designed the storyboards and wrote the screenplay for Kondō's Whisper of\n",
-              "the Heart (1995), being particularly involved in the latter's fantasy sequences. Critics and fans began to see \n",
-              "Kondō as \"the heir-apparent\" to Studio Ghibli.\n",
-              "\n",
-              "Global emergence (1995–2001)\n",
-              "Miyazaki's next film, Princess Mononoke, originated in sketches he had made in the late 1970s, based on Japanese \n",
-              "folklore and the French fairytale Beauty and the Beast; his original ideas were rejected, and he published his \n",
-              "sketches and initial story idea in a book in 1982. He revisited the project after the success of Porco Rosso \n",
-              "allowed him more creative freedom. He chose the Muromachi period for the setting as he felt Japanese people stopped\n",
-              "worshiping nature and began attempting to control it. Miyazaki began writing the film's treatment in August 1994. \n",
-              "While experiencing writer's block in December, Miyazaki accepted a request to create On Your Mark, a music video \n",
-              "for the song by Chage and Aska. He experimented with computer animation to supplement traditional animation. On \n",
-              "Your Mark premiered as a short before Whisper of the Heart. The video's story was partly inspired by the Chernobyl \n",
-              "disaster. Miyazaki intentionally made it cryptic, wanting viewers to interpret it themselves. Despite the video's \n",
-              "popularity, Suzuki said it was not given \"100 percent\" focus.\n",
-              "Miyazaki completed Princess Mononoke's formal proposal in April 1995 and began working on storyboards in May. He \n",
-              "had intended it to be his final directorial work at Studio Ghibli, citing his poorer eyesight and physical pains. \n",
-              "In July 1996, the Walt Disney Company offered Tokuma Shoten a deal to distribute Studio Ghibli's films worldwide \n",
-              "(except for Southeast Asia) through its Buena Vista and Miramax Films brands. Miyazaki approved the deal, not \n",
-              "personally interested in the money and wanting to support Tokuma Shoten, who had earlier supported him. In May \n",
-              "1995, Miyazaki took four art directors to Yakushima—which had previously provided inspiration for Nausicaä of the \n",
-              "Valley of the Wind—to research the forests as inspiration; another art director, Kazuo Oga, traveled to \n",
-              "Shirakami-Sanchi. The landscapes in the film were inspired by Yakushima. In Princess Mononoke, Miyazaki revisited \n",
-              "the ecological and political themes of Nausicaä of the Valley of the Wind. His historical research, including that \n",
-              "of Eiichi Fujimori, led him to the conclusion that women had more freedom during the prehistoric Jomon period, and \n",
-              "he opted to focus on ordinary people in society. \n",
-              "Miyazaki felt the melancholy of the protagonist, Ashitaka, reflected his own attitude, while he compared Ashitaka's\n",
-              "scar to modern physical conditions that children endure, like AIDS. Animation work began in July 1995, before the \n",
-              "storyboards were completed—a first for Miyazaki. He supervised the 144,000 cels in the film, about 80,000 of which \n",
-              "were key animation. Princess Mononoke was produced with an estimated budget of ¥2.35 billion (approximately US$23.5\n",
-              "million), making it the most expensive Japanese animated film at the time. Approximately fifteen minutes of the \n",
-              "film uses computer animation: about five minutes uses techniques such as 3D rendering, digital composition, and \n",
-              "texture mapping; the remaining ten minutes uses digital ink and paint. While the original intention was to \n",
-              "digitally paint 5,000 of the film's frames, time constraints doubled this, though it remained below ten percent of \n",
-              "the final film. Animation was completed in mid-June 1997. Miyazaki collaborated directly with Hisaishi on the \n",
-              "soundtrack from early in production; Hisaishi wrote an \"image album\" of pieces inspired by the story, which were \n",
-              "reworked as production continued.\n",
-              "Upon its premiere on July 12, 1997, Princess Mononoke was critically acclaimed, becoming the first animated film \n",
-              "nominated for the Japan Academy Film Prize for Picture of the Year, which it won. The film was also commercially \n",
-              "successful; it was watched by twelve million people by November, grossing US$160 million, and became the \n",
-              "highest-grossing film in Japan for several months. Its home video release sold over two million copies within three\n",
-              "weeks, and over four million by December 1998. For the North American release, Miramax sought to make some cuts to \n",
-              "obtain a lower rating than PG-13, but Studio Ghibli refused. Neil Gaiman wrote the English-language script; he met \n",
-              "Miyazaki in September 1999, when he traveled to the United States for the film's release and expressed his pleasure\n",
-              "at Gaiman's work. While it was largely unsuccessful at the American box office, grossing about US$2.3 million, it \n",
-              "was seen as the introduction of Studio Ghibli to global markets.\n",
-              "\n",
-              "In 1997, Miyazaki contributed to Visionaire, an arthouse magazine. Tokuma Shoten merged with Studio Ghibli in June \n",
-              "1997. Within walking distance of Studio Ghibli, Miyazaki designed his private office, which he named Buta-ya \n",
-              "(meaning \"pig house\"). It was intended as his retirement office for personal projects; he held his farewell party \n",
-              "there in January 1998, having left Studio Ghibli on January 14 to be succeeded by Kondō. However, Kondō's death on \n",
-              "January 21 impacted Miyazaki, and within days it was announced he would return to Studio Ghibli to direct a new \n",
-              "film. A manga by Miyazaki, Doromamire no Tora, was published in Model Graphix in December 1998, based on a book by \n",
-              "German tank commander Otto Carius. Miyazaki officially returned to Studio Ghibli as its leader on January 16, 1999,\n",
-              "taking an active role in employee organization.\n",
-              "From 1998, Miyazaki worked on designs for the Ghibli Museum, dedicated to showcasing the studio's works, including \n",
-              "several exclusive short films, for which production began in July 1999. Construction for the museum began in March \n",
-              "2000, and it officially opened on October 1, 2001, featuring the short film Kujiratori. Miyazaki served as its \n",
-              "executive director. In 1999, a Japanese theme park engaged Studio Ghibli to create a 20-minute short film about \n",
-              "cats; Miyazaki agreed on the condition that it featured returning characters from Whisper of the Heart. Aoi Hiiragi\n",
-              "wrote a manga based on the concept, titled Baron: The Cat Returns. When the theme park withdrew, Miyazaki expanded \n",
-              "the idea into a 45-minute film and, wanting to foster new talent at the studio, assigned it to first-time director \n",
-              "Hiroyuki Morita. The film was released as The Cat Returns in 2002.\n",
-              "Miyazaki's next film was conceived while on vacation at a mountain cabin with his family and five young girls who \n",
-              "were family friends. Miyazaki realized he had not created a film for 10-year-old girls and set out to do so. He \n",
-              "read shōjō manga magazines like Nakayoshi and Ribon for inspiration but felt they only offered subjects on \"crushes\n",
-              "and romance\", which is not what the girls \"held dear in their hearts\"; he decided to produce the film about a \n",
-              "female heroine whom they could look up to, based on two of the girls he had met. Production of the film, titled \n",
-              "Spirited Away, commenced in 2000 on a budget of ¥1.9 billion (US$15 million). As with Princess Mononoke, the staff \n",
-              "experimented with computer animation, but kept the technology at a level to enhance the story, not to \"steal the \n",
-              "show\". Spirited Away deals with symbols of human greed, symbolizing the 1980s Japanese asset price bubble, and a \n",
-              "liminal journey through the realm of spirits. The film was released on July 20, 2001; it received critical acclaim,\n",
-              "winning the Japan Academy Film Prize for Picture of the Year.  The film was commercially successful, selling a \n",
-              "record-breaking 21.4 million tickets and earning ¥30.4 billion (US$289.1 million) at the box office. It became the \n",
-              "highest-grossing film in Japan, a record it maintained for almost 20 years, and was the first Japanese film to earn\n",
-              "US$200 million internationally, prior to its American release.\n",
-              "Kirk Wise directed the English-language version; Disney Animation's John Lasseter wanted Miyazaki to travel to the \n",
-              "United States to work on the translated version, but Miyazaki trusted Lasseter to handle it. Spirited Away's \n",
-              "hopping lamp character is seen as an homage to Lasseter's character Luxo Jr. The film's successful American release\n",
-              "through Buena Vista cemented Studio Ghibli's reputation in Western regions and established Miyazaki's popularity in\n",
-              "North America; it was the first animated film to win the Golden Bear at the Berlin International Film Festival \n",
-              "(tied with Blood Sunday) and the first Japanese film to win Best Animated Feature at the Academy Awards, alongside \n",
-              "several other accolades. It has been frequently ranked among the greatest films of the 21st century. Upon \n",
-              "completing the film, like with Princess Mononoke, Miyazaki declared it his last. He traveled to France in December \n",
-              "2001 and the United States in September 2002 to promote the film. Following the death of Tokuma in September 2000, \n",
-              "Miyazaki served as the head of his funeral committee. Miyazaki wrote and directed more short films for the Ghibli \n",
-              "Museum: Koro no Daisanpo, which screened from January 2002, and Mei and the Kittenbus, which screened from October.\n",
-              "One of the short films, Imaginary Flying Machines, was later screened as in-flight entertainment by Japan Airlines \n",
-              "alongside Porco Rosso.\n",
-              "\n",
-              "Later films (2001–2011)\n",
-              "Studio Ghibli announced the production of Howl's Moving Castle in September 2001, based on the novel by Diana Wynne\n",
-              "Jones, which Miyazaki had read in 1999. Toei Animation's Mamoru Hosoda was originally selected to direct the film, \n",
-              "but disagreements between Hosoda and Studio Ghibli executives led to the project's abandonment in 2002. After six \n",
-              "months, Studio Ghibli resurrected the project. Miyazaki was inspired to direct the film, struck by the image of a \n",
-              "castle moving around the countryside; the novel does not explain how the castle moved, which led to Miyazaki's \n",
-              "designs. Some computer animation was used to animate the castle's movements, though Miyazaki dictated it consist of\n",
-              "no more than 10 percent of the film. Miyazaki traveled to Colmar and Riquewihr in Alsace, France, to study the \n",
-              "architecture and the surroundings for the film's setting, while additional inspiration came from the concepts of \n",
-              "future technology in Albert Robida's work. The war featured in the film was thematically influenced by the 2003 \n",
-              "invasion and subsequent war in Iraq, the events of which enraged Miyazaki.\n",
-              "Howl's Moving Castle was released on November 20, 2004, and received widespread critical acclaim. The film received\n",
-              "the Golden Osella for Technical Excellence at the 61st Venice International Film Festival, and was nominated for \n",
-              "the Academy Award for Best Animated Feature. In Japan, the film sold more than 1.1 million tickets within two days \n",
-              "and grossed a record US$14.5 million in its first week. It became Japan's third-highest-grossing film, and remains \n",
-              "among the top rankings with a worldwide gross of over ¥19.3 billion. Miyazaki received the honorary Golden Lion for\n",
-              "Lifetime Achievement award at the 62nd Venice International Film Festival in 2005. He visited the United States in \n",
-              "June 2005 to promote the film.\n",
-              "In March 2005, Studio Ghibli split from Tokuma Shoten, and Miyazaki became corporate director. After Howl's Moving \n",
-              "Castle, Miyazaki created some short films for the Ghibli Museum, for which he returned solely to traditional \n",
-              "animation techniques; all three began screening in January 2006. Studio Ghibli obtained the rights to produce an \n",
-              "adaptation of Ursula K. Le Guin's Earthsea novels in 2003; Miyazaki had contacted her in the 1980s expressing \n",
-              "interest but she declined, unaware of his work. Upon watching My Neighbor Totoro several years later, she expressed\n",
-              "approval to the concept and met with Suzuki in August 2005, who wanted Miyazaki's son Goro to direct the film, as \n",
-              "Miyazaki had wished to retire. Disappointed that Miyazaki was not directing but under the impression he would \n",
-              "supervise his son's work, Le Guin approved of the film's production. Miyazaki later publicly opposed and criticized\n",
-              "Goro's appointment as director. The film's designs were partly inspired by Miyazaki's manga The Journey of Shuna. \n",
-              "Upon Miyazaki's viewing of the film, he wrote a message for his son: \"It was made honestly, so it was good\".\n",
-              "In February 2006, Miyazaki traveled to the United Kingdom to research A Trip to Tynemouth (based on Robert \n",
-              "Westall's \"Blackham's Wimpy\"), for which he designed the cover, created a short manga, and worked as editor; it was\n",
-              "released in October. Miyazaki's next film, Ponyo, began production in May 2006. It was initially inspired by \"The \n",
-              "Little Mermaid\" by Hans Christian Andersen, though began to take its own form as production continued. Miyazaki \n",
-              "aimed for the film to celebrate the innocence and cheerfulness of a child's universe. He was intimately involved \n",
-              "with the artwork, preferring to draw the sea and waves himself, as he enjoyed experimenting. Two short \n",
-              "films—Looking for a Home and Water Spider Monmon—were made for the Ghibli Museum shortly before Ponyo entered \n",
-              "production as animation experiments for sea life.\n",
-              "Ponyo features 170,000 frames—a record for Miyazaki. Its seaside village was inspired by Tomonoura, a town in \n",
-              "Setonaikai National Park, where Miyazaki stayed in 2004. The main character, Sōsuke, is based on Gorō. Following \n",
-              "its release on July 19, 2008, Ponyo was critically acclaimed, receiving Animation of the Year at the 32nd Japan \n",
-              "Academy Film Prize. The film was also a commercial success, earning ¥10 billion (US$93.2 million) in its first \n",
-              "month and ¥15.5 billion by the end of 2008, placing it among the highest-grossing films in Japan; its box office \n",
-              "earnings outpaced its ¥3.4 billion budget fivefold. In April 2008, Miyazaki founded Home of the Three Bears, a \n",
-              "preschool for the children of Studio Ghibli employees for which he had worked on early architectural plans.\n",
-              "\n",
-              "In early 2009, Miyazaki began writing a manga called Kaze Tachinu (風立ちぬ, The Wind Rises), telling the story of \n",
-              "Mitsubishi A6M Zero fighter designer Jiro Horikoshi. The manga was first published in two issues of the Model \n",
-              "Graphix magazine, published on February 25 and March 25, 2009. For the Ghibli Museum, Miyazaki wrote the short film\n",
-              "A Sumo Wrestler's Tail, directed by Akihiko Yamashita, and wrote and directed Mr. Dough and the Egg Princess; both \n",
-              "started screening in 2010. From July 2008, Miyazaki planned and produced the film Arrietty (2010), for which he \n",
-              "co-wrote the screenplay with Keiko Niwa, based on the 1952 novel The Borrowers; it was the directorial debut of \n",
-              "Hiromasa Yonebayashi, who had started as an inbetween artist on Princess Mononoke. Miyazaki and Niwa wrote the \n",
-              "screenplay for From Up on Poppy Hill (2011), based the 1979–1980 manga Coquelicot-zaka kara; the film, directed by \n",
-              "Goro Miyazaki, was the highest-grossing Japanese film in the country in 2011 and won Animation of the Year at the \n",
-              "Japan Academy Awards.\n",
-              "\n",
-              "Retirement and return (2012–present)\n",
-              "Miyazaki wanted his next film to be a sequel to Ponyo, but Suzuki convinced him to instead adapt Kaze Tachinu to \n",
-              "film. In November 2012, Studio Ghibli announced the production of The Wind Rises, based on Kaze Tachinu, to be \n",
-              "released as a double bill alongside Takahata's The Tale of the Princess Kaguya; the latter was ultimately delayed. \n",
-              "Miyazaki was inspired to create The Wind Rises after reading a quote from Horikoshi: \"All I wanted to do was to \n",
-              "make something beautiful\".  Several scenes in The Wind Rises were inspired by Tatsuo Hori's novel The Wind Has \n",
-              "Risen (風立ちぬ), in which Hori wrote about his life experiences with his fiancée before she died from \n",
-              "tuberculosis. The female lead character's name, Naoko Satomi, was borrowed from Hori's novel Naoko (菜穂子), while \n",
-              "the name of a German man, Hans Castorp, taken from Thomas Mann's The Magic Mountain. Naoko's struggles with \n",
-              "tuberculosis echo the illness of Miyazaki's mother, and Horikoshi's story of growing from a young boy dreaming of \n",
-              "airplanes to an inspirational artist is reflective of Miyazaki's own life.\n",
-              "The Wind Rises reflects Miyazaki's pacifist stance, continuing the themes of his earlier works, despite stating \n",
-              "that condemning war was not the intention of the film; he felt that, despite his occupation, Horikoshi was not \n",
-              "militant. Miyazaki was moved by the film, the first of his own works to make him cry. As Horikoshi, he cast Hideaki\n",
-              "Anno, who had worked on Nausicaä of the Valley of the Wind and later became known for creating Neon Genesis \n",
-              "Evangelion. The film premiered on July 20, 2013, It received critical acclaim for its animation, narrative, and \n",
-              "characters, though some viewers were critical of the film's focus on Horikoshi due to the impacts of his inventions\n",
-              "and others were disappointed by its lack of fantastical elements. It was named Animation of the Year at the 37th \n",
-              "Japan Academy Film Prize and was nominated for Best Animated Feature at the 86th Academy Awards. It was \n",
-              "commercially successful, grossing ¥11.6 billion (US$110 million) at the Japanese box office, becoming the \n",
-              "highest-grossing film in Japan in 2013. The film's production was documented in Mami Sunada's The Kingdom of Dreams\n",
-              "and Madness.\n",
-              "In September 2013, Miyazaki announced he was retiring from the production of feature films due to his age, but \n",
-              "wished to continue working on the displays at the Ghibli Museum. Miyazaki was awarded the Academy Honorary Award at\n",
-              "the Governors Awards in November 2014. He developed Boro the Caterpillar, an animated short film which was first \n",
-              "discussed during pre-production for Princess Mononoke. It was screened exclusively at the Ghibli Museum in July \n",
-              "2017. Around this time, Miyazaki was working on a manga titled Teppo Samurai. In February 2019, a four-part \n",
-              "documentary was broadcast on the NHK network titled 10 Years with Hayao Miyazaki, documenting production of his \n",
-              "films in his private studio. In 2019, Miyazaki approved a musical adaptation of Nausicaä of the Valley of the Wind,\n",
-              "as it was performed by a kabuki troupe.\n",
-              "In August 2016, Miyazaki proposed a new feature-length film, Kimi-tachi wa Dō Ikiru ka (titled The Boy and the \n",
-              "Heron in English), on which he began animation work without receiving official approval. The film opened in \n",
-              "Japanese theaters on July 14, 2023. It was preceded by a minimal marketing campaign, forgoing trailers, \n",
-              "commercials, and advertisements, a response from Suzuki to his perceived oversaturation of marketing materials in \n",
-              "mainstream films. Despite claims that The Boy and the Heron would be Miyazaki's final film, Studio Ghibli vice \n",
-              "president Junichi Nishioka said in September 2023 that Miyazaki continued to attend the office daily to plan his \n",
-              "next film. Suzuki said he could no longer convince Miyazaki to retire. The Boy and the Heron won Miyazaki his \n",
-              "second Academy Award for Best Animated Feature at the 96th Academy Awards, becoming the oldest director to do so; \n",
-              "Miyazaki did not attend the show due to his advanced age.\n",
-              "\n",
-              "Views\n",
-              "Miyazaki has often criticized the state of the animation industry, stating that some animators lack a foundational \n",
-              "understanding of their subjects and do not prioritize realism. He is particularly critical of Japanese animation, \n",
-              "saying that anime is \"produced by humans who can't stand looking at other humans ... that's why the industry is \n",
-              "full of otaku !\". He has frequently criticized otaku, including \"fanatics\" of guns and fighter aircraft, declaring \n",
-              "it a \"fetish\" and refusing to identify himself as such. He bemoaned the state of Disney animated films in 1988, \n",
-              "saying \"they show nothing but contempt for the audience\".\n",
-              "In 2013, Miyazaki criticized Japanese Prime Minister Shinzo Abe's policies and the proposed Constitutional \n",
-              "amendment that would allow Abe to revise the clause outlawing war as a means to settle international disputes. \n",
-              "Miyazaki felt Abe wished to \"leave his name in history as a great man who revised the Constitution and its \n",
-              "interpretation\", describing it as \"despicable\" and stating \"People who don't think enough shouldn't meddle with the\n",
-              "constitution\". In 2015, Miyazaki disapproved Abe's denial of Japan's military aggression, stating Japan \"should \n",
-              "clearly say that  inflicted enormous damage on China and express deep remorse over it\". He felt the government \n",
-              "should give a \"proper apology\" to Korean comfort women who were forced to service the Japanese army during World \n",
-              "War II and suggested the Senkaku Islands be \"split in half\" or controlled by both Japan and China. After the \n",
-              "release of The Wind Rises in 2013, some online critics labeled Miyazaki a \"traitor\" and \"anti-Japanese\", describing\n",
-              "the film as overly \"left-wing\"; Miyazaki recognized leftist values in his movies, citing his influence by and \n",
-              "appreciation of communism as defined by Karl Marx, but criticized the Soviet Union's political system.\n",
-              "When Spirited Away was nominated at the 75th Academy Awards in 2003, Miyazaki refused to attend in protest of the \n",
-              "United States's involvement in the Iraq War, and later said he \"didn't want to visit a country that was bombing \n",
-              "Iraq\". He did not publicly express this opinion at the request of his producer until 2009 when he lifted his \n",
-              "boycott and attended San Diego Comic-Con as a favor to his friend John Lasseter. Miyazaki also expressed his \n",
-              "opinion about the terrorist attack at the offices of the French satirical magazine Charlie Hebdo, criticizing the \n",
-              "magazine's decision to publish the content cited as the catalyst for the incident; he felt caricatures should be \n",
-              "made of politicians, not cultures. In November 2016, Miyazaki believed \"many of the people who voted for Brexit and\n",
-              "Trump\" were affected by the increase in unemployment due to companies \"building cars in Mexico because of low wages\n",
-              "and  them in the US\". He did not think Donald Trump would be elected president, calling it \"a terrible thing\", but \n",
-              "said Trump's political opponent Hillary Clinton was \"terrible as well\".\n",
-              "\n",
-              "Themes\n",
-              "Miyazaki's works are characterized by the recurrence of themes such as feminism, environmentalism, pacifism, love, \n",
-              "and family. His narratives are also notable for not pitting a hero against an unsympathetic antagonist; Miyazaki \n",
-              "felt Spirited Away's Chihiro \"manages not because she has destroyed the 'evil', but because she has acquired the \n",
-              "ability to survive\".\n",
-              "Miyazaki's films often emphasize environmentalism and the Earth's fragility. Margaret Talbot stated Miyazaki \n",
-              "dislikes modern technology, and believes much of modern culture is \"thin and shallow and fake\"; he anticipates a \n",
-              "time with \"no more high-rises\". Miyazaki felt frustrated growing up in the Shōwa period from 1955 to 1965 because \n",
-              "\"nature—the mountains and rivers—was being destroyed in the name of economic progress\". Peter Schellhase of The \n",
-              "Imaginative Conservative identified that several antagonists of Miyazaki's films \"attempt to dominate nature in \n",
-              "pursuit of political domination, and are ultimately destructive to both nature and human civilization\". Miyazaki is\n",
-              "critical of exploitation under both communism and capitalism, as well as globalization and its effects on modern \n",
-              "life, believing \"a company is common property of the people that work there\". Ram Prakash Dwivedi identified values\n",
-              "of Mahatma Gandhi in the films of Miyazaki.\n",
-              "Several of Miyazaki's films feature anti-war themes. Daisuke Akimoto of Animation Studies categorized Porco Rosso \n",
-              "as \"anti-war propaganda\" and felt the protagonist, Porco, transforms into a pig partly due to his extreme distaste \n",
-              "of militarism. Akimoto also argues that The Wind Rises reflects Miyazaki's \"antiwar pacifism\", despite Miyazaki \n",
-              "stating that the film does not attempt to \"denounce\" war. Schellhase also identifies Princess Mononoke as a \n",
-              "pacifist film due to the protagonist, Ashitaka; instead of joining the campaign of revenge against humankind, as \n",
-              "his ethnic history would lead him to do, Ashitaka strives for peace. David Loy and Linda Goodhew argue both \n",
-              "Nausicaä of the Valley of the Wind and Princess Mononoke do not depict traditional evil, but the Buddhist roots of \n",
-              "evil: greed, ill will, and delusion; according to Buddhism, the roots of evil must transform into \"generosity, \n",
-              "loving-kindness and wisdom\" in order to overcome suffering, and both Nausicaä and Ashitaka accomplish this. When \n",
-              "characters in Miyazaki's films are forced to engage in violence, it is shown as being a difficult task; in Howl's \n",
-              "Moving Castle, Howl is forced to fight an inescapable battle in defense of those he loves, and it almost destroys \n",
-              "him, though he is ultimately saved by Sophie's love and bravery.\n",
-              "Suzuki described Miyazaki as a feminist in reference to his attitude to female workers. Miyazaki has described his \n",
-              "female characters as \"brave, self-sufficient girls that don't think twice about fighting for what they believe in \n",
-              "with all their heart\", stating they may \"need a friend, or a supporter, but never a saviour\" and \"any woman is just\n",
-              "as capable of being a hero as any man\". Nausicaä of the Valley of the Wind was lauded for its positive portrayal of\n",
-              "women, particularly protagonist Nausicaä. Schellhase noted the female characters in Miyazaki's films are not \n",
-              "objectified or sexualized, and possess complex and individual characteristics absent from Hollywood productions. \n",
-              "Schellhase also identified a \"coming of age\" element for the heroines in Miyazaki's films, as they each discover \n",
-              "\"individual personality and strengths\". Gabrielle Bellot of The Atlantic wrote that, in his films, Miyazaki \"shows \n",
-              "a keen understanding of the complexities of what it might mean to be a woman\". In particular, Bellot cites Nausicaä\n",
-              "of the Valley of the Wind, praising the film's challenging of gender expectations, and the strong and independent \n",
-              "nature of Nausicaä. Bellot also noted Princess Mononoke's San represents the \"conflict between selfhood and \n",
-              "expression\".\n",
-              "Miyazaki is concerned with the sense of wonder in young people, seeking to maintain themes of love and family in \n",
-              "his films. Michael Toscano of Curator found Miyazaki \"fears Japanese children are dimmed by a culture of \n",
-              "overconsumption, overprotection, utilitarian education, careerism, techno-industrialism, and a secularism that is \n",
-              "swallowing Japan's native animism\". Schellhase wrote that several of Miyazaki's works feature themes of love and \n",
-              "romance, but felt emphasis is placed on \"the way lonely and vulnerable individuals are integrated into \n",
-              "relationships of mutual reliance and responsibility, which generally benefit everyone around them\". He also found \n",
-              "many of the protagonists in Miyazaki's films present an idealized image of families, whereas others are \n",
-              "dysfunctional.\n",
-              "\n",
-              "Creation process and influences\n",
-              "Miyazaki forgoes traditional screenplays in his productions, instead developing the narrative as he designs the \n",
-              "storyboards, stating \"We never know where the story will go but we just keep working on the film as it develops\". \n",
-              "Miyazaki has employed traditional animation methods in all of his films, drawing each frame by hand; \n",
-              "computer-generated imagery has been employed in several of his later films, beginning with Princess Mononoke, to \n",
-              "\"enrich the visual look\", though he ensures each film can \"retain the right ratio between working by hand and \n",
-              "computer ... and still be able to call my films 2D\". He oversees every frame of his films. For character designs, \n",
-              "Miyazaki draws original drafts used by animation directors to create reference sheets, which are then corrected by \n",
-              "Miyazaki in his style.\n",
-              "Miyazaki has cited several Japanese artists as his influences, including Sanpei Shirato, Osamu Tezuka, Soji \n",
-              "Yamakawa, and Isao Takahata, and Western artists and animators like Frédéric Back, Jean Giraud, Paul Grimault, Yuri\n",
-              "Norstein, and animation studio Aardman Animations (specifically the works of Nick Park). A number of authors have \n",
-              "also influenced his works, including Lewis Carroll, Roald Dahl, Ursula K. Le Guin, Philippa Pearce, Rosemary \n",
-              "Sutcliff, and Antoine de Saint-Exupéry, Specific works that have influenced Miyazaki include Animal Farm (1945), \n",
-              "The Snow Queen (1957), and The King and the Mockingbird (1980); The Snow Queen is said to be the true catalyst for \n",
-              "Miyazaki's filmography, influencing his training and work. When animating young children, Miyazaki often takes \n",
-              "inspiration from his friends' children and memories of his own childhood.\n",
-              "\n",
-              "Personal life\n",
-              "Miyazaki's wife, Akemi Ōta (大田朱美), was born in 1938 and hired as an inbetween artist at Toei Animation in 1958,\n",
-              "working on Panda and the Magic Serpent and Alakazam the Great (1960). She and Miyazaki met at Toei in 1964, and \n",
-              "they married in October 1965. At Toei, they worked together on The Great Adventure of Horus, Prince of the Sun and \n",
-              "The Wonderful World of Puss 'n Boots. They have two sons: Goro, born in January 1967, and Keisuke, born in April \n",
-              "1969. Becoming a father changed Miyazaki and he tried to produce work to please his children.\n",
-              "Miyazaki initially fulfilled a promise to his wife that they would both continue to work after Goro's birth, \n",
-              "dropping him off at preschool for the day; however, upon seeing Goro's exhaustion walking home one day, Miyazaki \n",
-              "decided they could not continue, and his wife quit in 1972 to stay at home and raise their children. She was \n",
-              "reluctant to do so but considered it necessary to allow Miyazaki to focus on his work. Miyazaki's dedication to his\n",
-              "work harmed his relationship with his children as he was often absent. Goro watched his father's works to \n",
-              "\"understand\" him since the two rarely talked. Miyazaki said he \"tried to be a good father, but in the end  wasn't a\n",
-              "very good parent\". During production of Tales from Earthsea in 2006, Goro said his father \"gets zero marks as a \n",
-              "father but full marks as a director of animated films\".\n",
-              "Goro worked at a landscape design firm before beginning to work at the Ghibli Museum; he designed the garden on its\n",
-              "rooftop and eventually became its curator. Keisuke studied forestry at Shinshu University and works as a wood \n",
-              "artist; he designed a woodcut print that appears in Whisper of the Heart. Miyazaki's niece, Mei Okuyama, who was \n",
-              "the inspiration behind the character Mei in My Neighbor Totoro, is married to animation artist Daisuke Tsutsumi.\n",
-              "\n",
-              "Legacy\n",
-              "Miyazaki was described as the \"godfather of animation in Japan\" by BBC's Tessa Wong in 2016, citing his \n",
-              "craftsmanship and humanity, the themes of his films, and his inspiration to younger artists. Courtney Lanning of \n",
-              "Arkansas Democrat-Gazette named him one of the world's greatest animators, comparing him to Osamu Tezuka and Walt \n",
-              "Disney; Miyazaki has been called \"the Disney of Japan\", though Helen McCarthy considered comparison to Akira \n",
-              "Kurosawa more appropriate due to the combination of grandeur and sensitivity in his work, dubbing him \"the Kurosawa\n",
-              "of animation\". Swapnil Dhruv Bose of Far Out Magazine wrote that Miyazaki's work \"has shaped not only the future of\n",
-              "animation but also filmmaking in general\", and that it helped \"generation after generation of young viewers to \n",
-              "observe the magic that exists in the mundane\". Richard James Havis of South China Morning Post called him a \"genius\n",
-              "... who sets exacting standards for himself, his peers and studio staff\". Paste's Toussaint Egan described Miyazaki\n",
-              "as \"one of anime's great auteurs\", whose \"stories of such singular thematic vision and unmistakable aesthetic\" \n",
-              "captured viewers otherwise unfamiliar with anime. Miyazaki became the subject of an exhibit at the Academy Museum \n",
-              "of Motion Pictures in Los Angeles in 2021, featuring over 400 objects from his films.\n",
-              "Miyazaki has frequently been cited as an inspiration to numerous animators, directors and writers around the world,\n",
-              "including Wes Anderson, Tony Bancroft, James Cameron, Barry Cook, Dean DeBlois, Guillermo del Toro, Pete Docter, \n",
-              "Mamoru Hosoda, Bong Joon-ho, Travis Knight, John Lasseter, Nick Park, Henry Selick, Makoto Shinkai, and Steven \n",
-              "Spielberg. Glen Keane said Miyazaki is a \"huge influence\" on Walt Disney Animation Studios and has been \"part of \n",
-              "our heritage\" ever since The Rescuers Down Under (1990). The Disney Renaissance era was also prompted by \n",
-              "competition with the development of Miyazaki's films. Artists from Pixar and Aardman Studios signed a tribute \n",
-              "stating, \"You're our inspiration, Miyazaki-san!\" He has also been cited as inspiration for video game designers \n",
-              "including Shigeru Miyamoto on The Legend of Zelda and Hironobu Sakaguchi on Final Fantasy, as well as the \n",
-              "television series Avatar: The Last Airbender, and the video game Ori and the Blind Forest (2015).\n",
-              "Several books have been written about Miyazaki by scholars such as Raz Greenberg, Helen McCarthy, and Susan J. \n",
-              "Napier; according to Jeff Lenburg, more papers have been written about Miyazaki than any other Japanese artist. \n",
-              "Studio Ghibli has searched for some time for Miyazaki and Suzuki's successor to lead the studio; Kondō, the \n",
-              "director of Whisper of the Heart, was initially considered, but died from a sudden heart attack in 1998. Some \n",
-              "candidates were considered by 2023—including Miyazaki's son Goro, who declined—but the studio was not able to find \n",
-              "a successor.\n",
-              "\n",
-              "Selected filmography\n",
-              "The Castle of Cagliostro (1979)\n",
-              "Nausicaä of the Valley of the Wind (1984)\n",
-              "Laputa: Castle in the Sky (1986)\n",
-              "My Neighbor Totoro (1988)\n",
-              "Kiki's Delivery Service (1989)\n",
-              "Porco Rosso (1992)\n",
-              "Princess Mononoke (1997)\n",
-              "Spirited Away (2001)\n",
-              "Howl's Moving Castle (2004)\n",
-              "Ponyo (2008)\n",
-              "The Wind Rises (2013)\n",
-              "The Boy and the Heron (2023)\n",
-              "\n",
-              "Awards and nominations\n",
-              "Miyazaki won the Ōfuji Noburō Award at the Mainichi Film Awards for The Castle of Cagliostro (1979), Nausicaä of \n",
-              "the Valley of the Wind (1984), Laputa: Castle in the Sky (1986), My Neighbor Totoro (1988), and The Boy and the \n",
-              "Heron (2023), and the Mainichi Film Award for Best Animation Film for Kiki's Delivery Service (1989), Porco Rosso \n",
-              "(1992), Princess Mononoke (1997), Spirited Away (2001), and Whale Hunt (2001). Spirited Away and The Boy and the \n",
-              "Heron were awarded the Academy Award for Best Animated Feature, while Howl's Moving Castle (2004) and The Wind \n",
-              "Rises (2013) received nominations. He was named a Person of Cultural Merit by the Japanese government in November \n",
-              "2012, for outstanding cultural contributions. Time named him one of the 100 most influential people in the world in\n",
-              "2005 and 2024, and Gold House honored him on its Most Impactful Asians A100 list in 2024. He was an honoree of the \n",
-              "Ramon Magsaysay Award in 2024 for his usage of art to \"illuminate the human condition\". Miyazaki's other accolades \n",
-              "include several Annie Awards, Japan Academy Film Prizes, Kinema Junpo Awards, and Tokyo Anime Awards.\n",
-              "\n",
-              "Notes\n",
-              "References\n",
-              "Sources\n",
-              "Print sources\n",
-              "Journal articles\n",
-              "Web sources\n",
-              "Video sources\n",
-              "External links\n",
-              "\n",
-              "Studio Ghibli (in Japanese)\n",
-              "Hayao Miyazaki  at Anime News Network's encyclopedia\n",
-              "Hayao Miyazaki at IMDb\n",
-              "Hayao Miyazaki at Library of Congress, with 14 library catalogue records\n",
-              "
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Hayao Miyazaki (宮崎 駿 or 宮﨑 駿, Miyazaki Hayao, [mijaꜜzaki hajao]; born January 5, 1941) is a Japanese\n", - "animator, filmmaker, and manga artist. A founder of Studio Ghibli, he has attained international\n", - "acclaim as a masterful storyteller and creator of Japanese animated feature films, and is widely\n", - "regarded as one of the most accomplished filmmakers in the history of animation. Born in Tokyo City,\n", - "Miyazaki expressed interest in manga and animation from an early age. He joined Toei Animation in\n", - "1963, working as an inbetween artist and key animator on films like Gulliver's Travels Beyond the\n", - "Moon (1965), Puss in Boots (1969), and Animal Treasure Island (1971), before moving to A-Pro in\n", - "1971, where he co-directed Lupin the Third Part I (1971–1972) alongside Isao Takahata. After moving\n", - "to Zuiyō Eizō (later Nippon Animation) in 1973, Miyazaki worked as an animator on World Masterpiece\n", - "Theater and directed the television series Future Boy Conan (1978). He joined Tokyo Movie Shinsha in\n", - "1979 to direct his first feature film The Castle of Cagliostro (1979) and the television series\n", - "Sherlock Hound (1984–1985). He wrote and illustrated the manga Nausicaä of the Valley of the Wind\n", - "(1982–1994) and directed the 1984 film adaptation produced by Topcraft. Miyazaki co-founded Studio\n", - "Ghibli in 1985, writing and directing films such as Laputa: Castle in the Sky (1986), My Neighbor\n", - "Totoro (1988), Kiki's Delivery Service (1989), and Porco Rosso (1992), which were met with critical\n", - "and commercial success in Japan. Miyazaki's Princess Mononoke (1997) was the first animated film to\n", - "win the Japan Academy Film Prize for Picture of the Year and briefly became the highest-grossing\n", - "film in Japan; its Western distribution increased Ghibli's worldwide popularity and influence.\n", - "Spirited Away (2001) became Japan's highest-grossing film and won the Academy Award for Best\n", - "Animated Feature; it is frequently ranked among the greatest films of the 21st century. Miyazaki's\n", - "later films—Howl's Moving Castle (2004), Ponyo (2008), and The Wind Rises (2013)—also enjoyed\n", - "critical and commercial success. He retired from feature films in 2013 but later returned to make\n", - "The Boy and the Heron (2023), which won the Academy Award for Best Animated Feature. Miyazaki's\n", - "works are frequently subject to scholarly analysis and have been characterized by the recurrence of\n", - "themes such as humanity's relationship with nature and technology, the importance of art and\n", - "craftsmanship, and the difficulty of maintaining a pacifist ethic in a violent world. His\n", - "protagonists are often strong girls or young women, and several of his films present morally\n", - "ambiguous antagonists with redeeming qualities. Miyazaki's works have been highly praised and\n", - "awarded; he was named a Person of Cultural Merit for outstanding cultural contributions in 2012, and\n", - "received the Academy Honorary Award for his impact on animation and cinema in 2014. Miyazaki has\n", - "frequently been cited as an inspiration for numerous animators, directors, and writers. Early life\n", - "Hayao Miyazaki was born on January 5, 1941, in the town Akebono-cho in Hongō, Tokyo City, Empire of\n", - "Japan, the second of four sons. His father, Katsuji Miyazaki (born 1915), was the director of\n", - "Miyazaki Airplane, his brother's company, which manufactured rudders for fighter planes during World\n", - "War II. The business allowed his family to remain affluent during Miyazaki's early life. Miyazaki's\n", - "father enjoyed purchasing paintings and demonstrating them to guests, but otherwise had little known\n", - "artistic understanding. He was in the Imperial Japanese Army around 1940, discharged and lectured\n", - "about disloyalty after declaring to his commanding officer that he wished not to fight because of\n", - "his wife and young child. According to Miyazaki, his father often told him about his exploits,\n", - "claiming he continued to attend nightclubs after turning 70. Katsuji Miyazaki died on March 18,\n", - "1993. After his death, Miyazaki felt he had often looked at his father negatively and that he had\n", - "never said anything \"lofty or inspiring\". He regretted not having a serious discussion with his\n", - "father, and felt he had inherited his \"anarchistic feelings and his lack of concern about embracing\n", - "contradictions\". Some of Miyazaki's earliest memories are of \"bombed-out cities\". In 1944, when he\n", - "was three years old, Miyazaki's family evacuated to Utsunomiya. After the bombing of Utsunomiya in\n", - "July 1945, he and his family evacuated to Kanuma. The bombing left a lasting impression on Miyazaki,\n", - "then aged four. As a child, Miyazaki suffered from digestive problems, and was told he would not\n", - "live beyond 20, making him feel like an outcast; he considered himself \"clumsy and weak\", protected\n", - "at school by his older brother. From 1947 to 1955, Miyazaki's mother Yoshiko suffered from spinal\n", - "tuberculosis; she spent the first few years in hospital before being nursed from home, forcing\n", - "Miyazaki and his siblings to take over domestic duties. Yoshiko was frugal, and described as a\n", - "strict, intellectual woman who regularly questioned \"socially accepted norms\". She was closest with\n", - "Miyazaki, and had a strong influence on him and his later work. Yoshiko Miyazaki died in July 1983\n", - "at the age of 72. Miyazaki began school as an evacuee in 1947, at an elementary school in\n", - "Utsunomiya, completing the first through third grades. After his family moved back to Suginami-ku in\n", - "1950, Miyazaki completed the fourth grade at Ōmiya Elementary School, and fifth grade at Eifuku\n", - "Elementary School, which was newly established after splitting off from Ōmiya Elementary. After\n", - "graduating from Eifuku as part of the first graduating class, he attended Ōmiya Junior High School.\n", - "He aspired to become a manga artist, but discovered he could not draw people; instead, he drew\n", - "planes, tanks, and battleships for several years. Miyazaki was influenced by several manga artists,\n", - "such as Tetsuji Fukushima, Soji Yamakawa and Osamu Tezuka. Miyazaki destroyed much of his early\n", - "work, believing it was \"bad form\" to copy Tezuka's style as it was hindering his own development as\n", - "an artist. He preferred to see artists like Tezuka as fellow artists rather than idols to worship.\n", - "Around this time, Miyazaki often saw movies with his father, who was an avid moviegoer; memorable\n", - "films for Miyazaki include Meshi (1951) and Tasogare Sakaba (1955). After graduating from Ōmiya
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who was an avid moviegoer; memorable films for Miyazaki include Meshi (1951) and Tasogare Sakaba\n", - "(1955). After graduating from Ōmiya Junior High, Miyazaki attended Toyotama High School. During his\n", - "third and final year, Miyazaki's interest in animation was sparked by Panda and the Magic Serpent\n", - "(1958), Japan's first feature-length animated film in color; he had sneaked out to watch the film\n", - "instead of studying for his entrance exams. Miyazaki later recounted that, falling in love with its\n", - "heroine, the film moved him to tears and left a profound impression, prompting him to create work\n", - "true to his own feelings instead of imitating popular trends; he wrote the film's \"pure, earnest\n", - "world\" promoted a side of him that \"yearned desperately to affirm the world rather than negate it\".\n", - "After graduating from Toyotama, Miyazaki attended Gakushuin University in the department of\n", - "political economy, majoring in Japanese Industrial Theory; he considered himself a poor student as\n", - "he instead focused on art. He joined the \"Children's Literature Research Club\", the \"closest thing\n", - "back then to a comics club\"; he was sometimes the sole member of the club. In his free time,\n", - "Miyazaki would visit his art teacher from middle school and sketch in his studio, where the two\n", - "would drink and \"talk about politics, life, all sorts of things\". Around this time, he also drew\n", - "manga; he never completed any stories, but accumulated thousands of pages of the beginnings of\n", - "stories. He also frequently approached manga publishers to rent their stories. In 1960, Miyazaki was\n", - "a bystander during the Anpo protests, having developed an interest after seeing photographs in Asahi\n", - "Graph; by that point, he was too late to participate in the demonstrations. Miyazaki graduated from\n", - "Gakushuin in 1963 with degrees in political science and economics. Career Early career In 1963,\n", - "Miyazaki was employed at Toei Doga; this was the last year the company hired regularly. He began\n", - "renting a four-and-a-half tatami (7.4 m2; 80 sq ft) apartment in Nerima, Tokyo, near Toei's studio;\n", - "the rent was ¥6,000, while his salary at Toei was ¥19,500. Miyazaki worked as an inbetween artist on\n", - "the theatrical feature films Doggie March (1963) and Gulliver's Travels Beyond the Moon (1965) and\n", - "the television anime Wolf Boy Ken (1963). His proposed changes to the ending of Gulliver's Travels\n", - "Beyond the Moon were accepted by its director; he was uncredited but his work was praised. Miyazaki\n", - "found inbetween art unsatisfying and wanted to work on more expressive designs. He was a leader in a\n", - "labor dispute soon after his arrival at Toei, and became chief secretary of its labor union in 1964;\n", - "its vice-chairman was Isao Takahata, with whom Miyazaki would form a lifelong collaboration and\n", - "friendship. Around this time, Miyazaki questioned his career choice and considered leaving the\n", - "industry; a screening of The Snow Queen in 1964 moved him, prompting him to continue working \"with\n", - "renewed determination\". During production of the anime series Shōnen Ninja Kaze no Fujimaru\n", - "(1964–1965), Miyazaki moved from inbetween art to key animation, and worked in the latter role on\n", - "two episodes of Sally the Witch (1966–1968) and several of Hustle Punch (1965–1966) and Rainbow\n", - "Sentai Robin (1966–1967). Concerned that opportunities to work on creative projects and feature\n", - "films would become scarce following an increase in animated television, Miyazaki volunteered in 1964\n", - "to work on the film The Great Adventure of Horus, Prince of the Sun (1968); he was chief animator,\n", - "concept artist, and scene designer, and was credited as \"scene designer\" to reflect his role. On the\n", - "film, he worked closely with his mentor, Yasuo Ōtsuka, whose approach to animation profoundly\n", - "influenced Miyazaki's work. Directed by Takahata, the film was highly praised, and deemed a pivotal\n", - "work in the evolution of animation, though its limited release and minimal promotion led to a\n", - "disappointing box office result, among Toei Animation's worst, which threatened the studio\n", - "financially. Miyazaki moved to a residence in Higashimurayama after his wedding in October 1965, to\n", - "Ōizumigakuenchō after the birth of his second son in April 1969, and to Tokorozawa in 1970. Miyazaki\n", - "provided key animation for The Wonderful World of Puss 'n Boots (1969), directed by Kimio Yabuki. He\n", - "created a 12-chapter manga series as a promotional tie-in for the film; the series ran in the Sunday\n", - "edition of Tokyo Shimbun from January to March 1969. Miyazaki later proposed scenes in the\n", - "screenplay for Flying Phantom Ship (1969) in which military tanks would cause mass hysteria in\n", - "downtown Tokyo, and was hired to storyboard and animate the scenes. Beginning a shift towards slow-\n", - "paced productions featuring mostly female protagonists, he provided key animation for Moomin (1969),\n", - "two episodes of Himitsu no Akko-chan (1969–1970), and one episode of Sarutobi Ecchan (1971), and was\n", - "organizer and key animator for Ali Baba and the Forty Thieves (1971). Under the pseudonym Akitsu\n", - "Saburō (秋津 三朗), Miyazaki wrote and illustrated the manga People of the Desert, published in 26\n", - "installments between September 1969 and March 1970 in Boys and Girls Newspaper (少年少女新聞, Shōnen shōjo\n", - "shinbun). He was influenced by illustrated stories such as Fukushima's Evil Lord of the Desert\n", - "(沙漠の魔王, Sabaku no maō). In 1971, Miyazaki developed structure, characters, and designs for Hiroshi\n", - "Ikeda's adaptation of Animal Treasure Island, providing key animation and script development. He\n", - "created the 13-part manga adaptation, printed in Tokyo Shimbun from January to March 1971. Miyazaki\n", - "left Toei Animation in August 1971, having become dissatisfied by the lack of creative prospects and\n", - "autonomy, and by confrontations with management regarding The Great Adventure of Horus. He followed\n", - "Takahata and Yōichi Kotabe to A-Pro, where he directed, or co-directed with Takahata, 17 of the 23\n", - "episodes of Lupin the Third Part I, originally intended as a movie project. This was Miyazaki's\n", - "directorial debut. He and Takahata were engaged to emphasize the series' humor over its violence.\n", - "The two also began pre-production on a series based on Astrid Lindgren's Pippi Longstocking books,\n", - "designing extensive storyboards; Miyazaki and Tokyo Movie Shinsha president Yutaka Fujioka traveled\n", - "to Sweden to secure the rights—Miyazaki's first trip outside Japan
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storyboards; Miyazaki and Tokyo Movie Shinsha president Yutaka Fujioka traveled to Sweden to secure\n", - "the rights—Miyazaki's first trip outside Japan and possibly the first overseas trip for any Japanese\n", - "animator for a production—but the series was canceled after they were unable to meet Lindgren, and\n", - "permission was refused to complete the project. Foreign travel left an impression on Miyazaki; using\n", - "concepts, scripts, design, and animation from the project, he wrote, designed and animated two\n", - "Panda! Go, Panda! shorts in 1972 and 1973, with Takahata as director and Ōtsuka as animation\n", - "director. Their choice of pandas was inspired by the panda craze in Japan at the time. Miyazaki drew\n", - "storyboards for the first episode of The Gutsy Frog in 1971 (though they went unused), provided key\n", - "animation and storyboards for two episodes of Akado Suzunosuke in 1972, and delivered key animation\n", - "for one episode each of Kōya no Shōnen Isamu (directed by Takahata) and Samurai Giants in 1973. In\n", - "1972, he directed a five-minute pilot film for the television series Yuki's Sun; the series was\n", - "never produced, and the pilot fell into obscurity before resurfacing as part of a Blu-ray release of\n", - "Miyazaki's works in 2014. In June 1973, Miyazaki and Takahata moved from A-Pro to Zuiyō Eizō, where\n", - "they worked on World Masterpiece Theater, which featured their animation series Heidi, Girl of the\n", - "Alps, an adaptation of Johanna Spyri's Heidi. The production team wanted the series to set new\n", - "heights for television animation, and Miyazaki traveled to Switzerland to research and sketch in\n", - "preparation. Zuiyō Eizō split into two companies in July 1975; Miyazaki and Takahata's branch became\n", - "Nippon Animation. They briefly worked on Dog of Flanders in 1975 before moving on to the larger-\n", - "scale 3000 Leagues in Search of Mother (1976), directed by Takahata, for which Miyazaki traveled to\n", - "Argentina and Italy as research. In 1977, Miyazaki was chosen to direct his first animated\n", - "television series, Future Boy Conan; he directed 24 of the 26 episodes, which were broadcast in\n", - "1978. Only eight episodes were completed when the series began airing; each episode was completed\n", - "within ten to fourteen days. An adaptation of Alexander Key's The Incredible Tide, the series\n", - "features several elements that later reappeared in Miyazaki's work, such as warplanes, airplanes,\n", - "and environmentalism. Also working on the series was Takahata, Ōtsuka, and Yoshifumi Kondō, whom\n", - "Miyazaki and Takahata had met at A-Pro. Visually, Miyazaki was inspired by Paul Grimault's The\n", - "Adventures of Mr. Wonderbird. Miyazaki did key animation for thirty episodes of the World\n", - "Masterpiece Theater series Rascal the Raccoon (1977) and provided scene design and organization on\n", - "the first fifteen episodes of Takahata's Anne of Green Gables before leaving Nippon Animation in\n", - "1979. Breakthrough films Miyazaki moved to Tokyo Movie Shinsha to direct his first feature anime\n", - "film, The Castle of Cagliostro (1979), an installment of the Lupin III franchise. Ōtsuka had\n", - "approached him to direct the film following the release of Lupin the 3rd: The Mystery of Mamo\n", - "(1978), and Miyazaki wrote the story with Haruya Yamazaki. Wishing to insert his own creativity into\n", - "the franchise, Miyazaki inserted several elements and references, inspired by several of Maurice\n", - "Leblanc's Arsène Lupin novels, on which Lupin III is based, as well as The Adventures of Mr.\n", - "Wonderbird. Visually, he was inspired by Kagoshima Publishing's Italian Mountain Cities and the\n", - "Tiber Estuary, reflecting his love for Europe. Production ran for four months and the film was\n", - "released on December 15, 1979; Miyazaki wished he could have had another month of production. It was\n", - "well received; Animage readers voted it the best animation of all time—it remained in the top ten\n", - "for more than fifteen years—and Clarisse the best heroine. In 2005, former princess Sayako Kuroda's\n", - "wedding dress was reportedly inspired by Clarisse's, having been a fan of Miyazaki and his work.\n", - "Several Japanese and American filmmakers were inspired by the film, prompting homages in other\n", - "works. Miyazaki became a chief animation instructor for new employees at Telecom Animation Film, a\n", - "subsidiary of Tokyo Movie Shinsha. and subsequently directed two episodes of Lupin the Third Part II\n", - "under the pseudonym Teruki Tsutomu (照樹 務), which can read as \"employee of Telecom\". In his role at\n", - "Telecom, Miyazaki helped train the second wave of employees. Miyazaki provided key animation for one\n", - "episode of The New Adventures of Gigantor (1980–1981), and directed six episodes of Sherlock Hound\n", - "in 1981, until legal issues with Arthur Conan Doyle's estate led to a suspension in production;\n", - "Miyazaki was busy with other projects by the time the issues were resolved, and the remaining\n", - "episodes were directed by Kyôsuke Mikuriya and broadcast from November 1984 to May 1985. It was\n", - "Miyazaki's final television work. In 1982, Miyazaki, Takahata, and Kondō started work on a film\n", - "adaptation of Little Nemo, but Miyazaki and Takahata left after a few months due to creative clashes\n", - "with Fujioka (Kondō remained until 1985); the film was completed six years later as Little Nemo:\n", - "Adventures in Slumberland (1989). Miyazaki spent some time in the United States during the film's\n", - "production. After the release of The Castle of Cagliostro, Miyazaki began working on his ideas for\n", - "an animated film adaptation of Richard Corben's comic book Rowlf and pitched the idea to Yutaka\n", - "Fujioka at Tokyo Movie Shinsha. In November 1980, a proposal was drawn up to acquire the film\n", - "rights. Around that time, Miyazaki was also approached for a series of magazine articles by\n", - "Animage's editorial staff. Editors Toshio Suzuki and Osamu Kameyama took some of his ideas to\n", - "Animage's parent company, Tokuma Shoten, which had been considering funding animated films. Two\n", - "projects were proposed: Warring States Demon Castle (戦国魔城, Sengoku ma-jō), to be set in the Sengoku\n", - "period; and the adaptation of Corben's Rowlf. Both were rejected, as the company was unwilling to\n", - "fund anime not based on existing manga and the rights for Rowlf could not be secured. Elements of\n", - "Miyazaki's proposal for Rowlf were recycled in his later works. With no films in production,\n", - "Miyazaki agreed to develop a manga
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proposal for Rowlf were recycled in his later works. With no films in production, Miyazaki agreed to\n", - "develop a manga for the magazine, titled Nausicaä of the Valley of the Wind; he had intended to stop\n", - "making the manga when he received animation work; while he took some breaks in releases, the manga\n", - "ultimately ran from February 1982 to March 1994. Miyazaki's busy schedule and perfectionist mindset\n", - "led to several delays in publications, and on one occasion he withdrew some chapters before\n", - "publication; he considered its continued publication a burden on his other work. The story, as re-\n", - "printed in the tankōbon volumes, spans seven volumes for a combined total of 1,060 pages. It sold\n", - "more than ten million copies in its first two years. Miyazaki drew the episodes primarily in pencil,\n", - "and it was printed monochrome in sepia-toned ink. The main character, Nausicaä, was partly inspired\n", - "by the character from Homer's Odyssey (whom Miyazaki had discovered while reading Bernard Evslin's\n", - "Dictionary of Grecian Myths) and the Japanese folk tale The Lady who Loved Insects, while the world\n", - "and ecosystem was based on Miyazaki's readings of scientific, historical, and political writings,\n", - "such as Sasuke Nakao's Origins of Plant Cultivation and Agriculture, Eiichi Fujimori's The World of\n", - "Jomon, Paul Carell's Hitler Moves East. He was also inspired by the comic series Arzach by Jean\n", - "Giraud, whom he met while working on the manga. In 1982, Miyazaki assisted with key animation for an\n", - "unreleased Zorro series, and for the feature film Space Adventure Cobra: The Movie. He resigned from\n", - "Telecom Animation Film in November. Around this time, he wrote the graphic novel The Journey of\n", - "Shuna, inspired by the Tibetan folk tale \"Prince who became a dog\". The novel was published by\n", - "Tokuma Shoten in June 1983, dramatized for radio broadcast in 1987, and published in English as\n", - "Shuna's Journey in 2022. Hayao Miyazaki's Daydream Data Notes was also irregularly published from\n", - "November 1984 to October 1994 in Model Graphix; selections of the stories received radio broadcast\n", - "in 1995. Following the completion of Nausicaä of the Valley of the Wind's first two volumes, Animage\n", - "editors suggested a 15-minute short film adaptation. Miyazaki, initially reluctant, countered that\n", - "an hour-long animation would be more suitable, and Tokuma Shoten agreed on a feature-length film.\n", - "Production began on May 31, 1983, with animation beginning in August; funding was provided through a\n", - "joint venture between Tokuma Shoten and the advertising agency Hakuhodo, for whom Miyazaki's\n", - "youngest brother worked. Animation studio Topcraft was chosen as the production house. Miyazaki\n", - "found some of Topcraft's staff unreliable, and brought on several of his previous collaborators,\n", - "including Takahata, who served as producer, though he was reluctant to do so. Pre-production began\n", - "on May 31, 1983; Miyazaki encountered difficulties in creating the screenplay, with only sixteen\n", - "chapters of the manga to work with. Takahata enlisted experimental and minimalist musician Joe\n", - "Hisaishi to compose the film's score; he subsequently worked on all of Miyazaki's feature films. For\n", - "the film, Miyazaki's imagination was sparked by the mercury poisoning of Minamata Bay and how nature\n", - "responded and thrived in a poisoned environment, using it to create the film's polluted world. For\n", - "the lead role of Nausicaä, Miyazaki cast Sumi Shimamoto, who had impressed him as Clarisse in The\n", - "Castle of Cagliostro and Maki in Lupin the Third Part II. Nausicaä of the Valley of the Wind was\n", - "created in ten months, and released on March 11, 1984. It grossed ¥1.48 billion at the box office,\n", - "and made an additional ¥742 million in distribution income. It is often seen as Miyazaki's pivotal\n", - "work, cementing his reputation as an animator. It was lauded for its positive portrayal of women,\n", - "particularly Nausicaä. Several critics have labeled Nausicaä of the Valley of the Wind as possessing\n", - "anti-war and feminist themes; Miyazaki argues otherwise, stating he only wishes to entertain. He\n", - "felt Nausicaä's ability to understand her opponent rather than simply defeat them meant she had to\n", - "be female. The successful cooperation on the creation of the manga and the film laid the foundation\n", - "for other collaborative projects. In April 1984, Miyazaki and Takahata created a studio to handle\n", - "copyright of their work, naming it Nibariki (meaning \"Two-Horse Power\", the nickname for the Citroën\n", - "2CV, which Miyazaki drove), for which an office was secured in Suginami Ward, with Miyazaki serving\n", - "as the senior partner. Studio Ghibli Early films (1985–1995) Following the success of Nausicaä of\n", - "the Valley of the Wind, Miyazaki and Takahata founded the animation production company Studio Ghibli\n", - "on June 15, 1985, as a subsidiary of Tokuma Shoten, with offices in Kichijōji designed by Miyazaki.\n", - "Miyazaki named the studio after the Caproni Ca.309 and the Italian word meaning \"a hot wind that\n", - "blows in the desert\"; the name had been registered a year earlier. Suzuki worked for Studio Ghibli\n", - "as producer, joining full-time in 1989, while Topcraft's Tōru Hara became production manager;\n", - "Suzuki's role in the creation of the studio and its films has led him to being occasionally named a\n", - "co-founder, and Hara is often viewed as influential to the company's success. Yasuyoshi Tokuma, the\n", - "founder of Tokuma Shoten, was also closely related to the company's creation, having provided\n", - "financial backing. Topcraft had been considered as a partner to produce Miyazaki's next film, but\n", - "the company went bankrupt in 1985. Several staff members subsequently hired at Studio Ghibli—up to\n", - "70 full-time and 200 part-time employees in 1985—had previously worked with Miyazaki at different\n", - "studios, such as Telecom, Topcraft, and Toei Doga, and others like Madhouse, Inc. and Oh!\n", - "Production. In 1984, Miyazaki traveled to Wales, drawing the mining villages and communities of\n", - "Rhondda; he witnessed the miners' strike and admired the miners' dedication to their work and\n", - "community. He was angered by the \"military superpowers\" of the Roman Empire who conquered the Celts\n", - "and felt this anguish, alongside the miners' strike, was perceptible in Welsh communities. He\n", - "returned in May 1985 to research his next film, Laputa: Castle in the Sky, the first by Studio\n", - "Ghibli. Its tight
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in May 1985 to research his next film, Laputa: Castle in the Sky, the first by Studio Ghibli. Its\n", - "tight production schedule forced Miyazaki to work all day, including before and after normal working\n", - "hours, and he wrote lyrics for its end theme. Miyazaki used the floating island of Laputa from\n", - "Gulliver's Travels in the film. Laputa was released on August 2, 1986, by the Toei Company. It sold\n", - "around 775,000 tickets, making a modest financial return, though Miyazaki and Suzuki expressed their\n", - "disappointment with its box office figures of approximately US$2.5 million. After the success of\n", - "Nausicaä, Miyazaki visited Yanagawa and considered imitating it in an animated film, fascinated by\n", - "its canal system; instead, Takahata directed a live-action documentary about the region, The Story\n", - "of Yanagawa's Canals (1987). Miyazaki produced and financed the film, and provided several animated\n", - "sequences. Its creation spanned four years, and Miyazaki considered it his social responsibility—to\n", - "both Japanese society and filmmaking—in seeing it produced. Laputa was created partly to fund\n", - "production of the documentary, for which Takahata had depleted his funds. In June 1985, Nausicaä of\n", - "the Valley of the Wind was released in the United States as Warriors of the Wind, with significant\n", - "cuts; almost 30 minutes of dialogue and character development were removed, erasing parts of its\n", - "plot and themes. Miyazaki and Takahata subsequently refused to consider Western releases of their\n", - "films for the following decade. Miyazaki's next film, My Neighbor Totoro, originated in ideas he had\n", - "as a child; he felt \"Totoro is where my consciousness began\". An attempt to pitch My Neighbor Totoro\n", - "to Tokuma Shoten in the early 1980s had been unsuccessful, and Miyazaki faced difficulty in\n", - "attempting to pitch it again in 1987. Suzuki proposed that Totoro be released as a double bill\n", - "alongside Takahata's Grave of the Fireflies; as the latter, based on the 1967 short story by Akiyuki\n", - "Nosaka, had historical value, Suzuki predicted school students would be taken to watch both. Totoro\n", - "features the theme of the relationship between the environment and humanity, showing that harmony is\n", - "the result of respecting the environment. The film also references Miyazaki's mother; the child\n", - "protagonists' mother is bedridden. As with Laputa, Miyazaki wrote lyrics for Totoro's end theme.\n", - "Miyazaki struggled with the film's script until he read a Mainichi Graph story about Japan forty\n", - "years prior, opting to set the film in the country before Tokyo's expansion and the advent of\n", - "television. Miyazaki has subsequently donated money and artwork to fund preservation of the forested\n", - "land in Saitama Prefecture, in which the film is set. Production of My Neighbor Totoro began in\n", - "April 1987 and took exactly a year; it was released on April 16, 1988. While the film received\n", - "critical acclaim, it was only moderately successful at the box office. Studio Ghibli approved\n", - "merchandising rights in 1990, which led to major commercial success; merchandise profits alone were\n", - "able to sustain the studio for years. The film was labeled a cult classic, eventually gaining\n", - "success in the United States after its release in 1993, where its home video release sold almost\n", - "500,000 copies. Akira Kurosawa said the film moved him, naming it among his hundred favorite\n", - "films—one of few Japanese films to be named. An asteroid discovered by Takao Kobayashi in December\n", - "1994 was named after the film: 10160 Totoro. In 1987, Studio Ghibli acquired the rights to create a\n", - "film adaptation of Eiko Kadono's novel Kiki's Delivery Service. Miyazaki's work on My Neighbor\n", - "Totoro prevented him from directing the adaptation; he acted as producer, while Sunao Katabuchi was\n", - "chosen as director and Nobuyuki Isshiki as script writer. Miyazaki's dissatisfaction of Isshiki's\n", - "first draft led him to make changes to the project, ultimately taking the role of director. Kadono\n", - "expressed her dissatisfaction with the differences between the book and screenplay, but Miyazaki and\n", - "Takahata convinced her to let production continue. The film was originally intended to be a\n", - "60-minute special, but expanded into a feature film after Miyazaki completed the storyboards and\n", - "screenplay. Miyazaki felt the struggles of the protagonist, Kiki, reflected the feelings of young\n", - "girls in Japan yearning to live independently in cities, while her talents reflected those of real\n", - "girls, despite her magical powers. In preparation for production, Miyazaki and other senior staff\n", - "members traveled to Sweden, where they captured eighty rolls of film in Stockholm and Visby, the\n", - "former being the primary inspiration behind the film's city. Kiki's Delivery Service premiered on\n", - "July 29, 1989; it was critically successful, winning the Anime Grand Prix. With more than 2.6\n", - "million tickets sold, it earned ¥2.15 billion at the box office and was the highest-grossing film in\n", - "Japan in 1989. Miyazaki and Studio Ghibli personally approved the subsequent English translations.\n", - "From March to May 1989, Miyazaki's manga Hikōtei Jidai was published in the magazine Model Graphix,\n", - "based on an earlier film idea he had assigned to a younger director in 1988 that fell through due to\n", - "creative differences. Miyazaki began production on a 45-minute in-flight film for Japan Airlines\n", - "based on the manga; Suzuki extended it into a feature-length film, titled Porco Rosso, as\n", - "expectations and budget grew. Miyazaki began work on the film with little assistance, as its\n", - "production overlapped with Takahata's Only Yesterday (1991), which Miyazaki co-produced. The\n", - "outbreak of the Yugoslav Wars in 1991 affected Miyazaki, prompting a more sombre tone for Porco\n", - "Rosso; the Croatian War of Independence moved the film's setting from Dubrovnik to the Adriatic Sea.\n", - "Miyazaki later referred to the film as \"foolish\", as its mature tones were unsuitable for children,\n", - "noting he had made it for his \"own pleasure\" due to his love of planes. Except for the Curtiss\n", - "R3C-2, all planes in Porco Rosso are original creations from Miyazaki's imagination, based on his\n", - "childhood memories. The film also pays homage to the work of Fleischer Studios and Winsor McCay,\n", - "which were influential to Japanese animation in the 1940s. The film featured anti-war themes, which\n", - "Miyazaki would later revisit. The protagonist's name, Marco Pagot, is the same as
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1940s. The film featured anti-war themes, which Miyazaki would later revisit. The protagonist's\n", - "name, Marco Pagot, is the same as an Italian animator with whom Miyazaki had worked on Sherlock\n", - "Hound. Some female staff at Studio Ghibli considered the film's Piccolo factory—led by a man and\n", - "staffed by women—an intentional mirroring of Studio Ghibli's staff, of whom many are women; some\n", - "viewed it as Miyazaki's respect for their work ethic, though others felt it implied women were\n", - "easier to exploit. Japan Airlines remained a major investor in the film, resulting in its initial\n", - "premiere as an in-flight film, prior to its theatrical release on July 18, 1992. It was Miyazaki's\n", - "first film not to top Animage's yearly reader poll, which has been attributed to its mature focus.\n", - "The film was commercially successful, becoming the highest-grossing film of the year in Japan; it\n", - "remained one of the highest-grossing films for several years. During production of Porco Rosso,\n", - "Miyazaki spearheaded work on Studio Ghibli's new studio in Koganei, Tokyo, designing the blueprints,\n", - "selecting materials, and working with builders. The studio opened in August 1992, and the staff\n", - "moved in shortly after Porco Rosso's release. Around this time, Miyazaki started work on the final\n", - "volumes of the manga Nausicaä of the Valley of the Wind, which he created in-house at Studio Ghibli.\n", - "In November, two television spots directed by Miyazaki were broadcast by Nippon Television Network\n", - "(NTV): Sora Iro no Tane, a 90-second spot adapted from the illustrated story Sora Iro no Tane by\n", - "Rieko Nakagawa and Yuriko Omura; and Nandarou, a series of four five-second advertisements featuring\n", - "an undefinable creature. Miyazaki assisted with the concept of Takahata's Pom Poko (1994), and\n", - "designed the storyboards and wrote the screenplay for Kondō's Whisper of the Heart (1995), being\n", - "particularly involved in the latter's fantasy sequences. Critics and fans began to see Kondō as \"the\n", - "heir-apparent\" to Studio Ghibli. Global emergence (1995–2001) Miyazaki's next film, Princess\n", - "Mononoke, originated in sketches he had made in the late 1970s, based on Japanese folklore and the\n", - "French fairytale Beauty and the Beast; his original ideas were rejected, and he published his\n", - "sketches and initial story idea in a book in 1982. He revisited the project after the success of\n", - "Porco Rosso allowed him more creative freedom. He chose the Muromachi period for the setting as he\n", - "felt Japanese people stopped worshiping nature and began attempting to control it. Miyazaki began\n", - "writing the film's treatment in August 1994. While experiencing writer's block in December, Miyazaki\n", - "accepted a request to create On Your Mark, a music video for the song by Chage and Aska. He\n", - "experimented with computer animation to supplement traditional animation. On Your Mark premiered as\n", - "a short before Whisper of the Heart. The video's story was partly inspired by the Chernobyl\n", - "disaster. Miyazaki intentionally made it cryptic, wanting viewers to interpret it themselves.\n", - "Despite the video's popularity, Suzuki said it was not given \"100 percent\" focus. Miyazaki completed\n", - "Princess Mononoke's formal proposal in April 1995 and began working on storyboards in May. He had\n", - "intended it to be his final directorial work at Studio Ghibli, citing his poorer eyesight and\n", - "physical pains. In July 1996, the Walt Disney Company offered Tokuma Shoten a deal to distribute\n", - "Studio Ghibli's films worldwide (except for Southeast Asia) through its Buena Vista and Miramax\n", - "Films brands. Miyazaki approved the deal, not personally interested in the money and wanting to\n", - "support Tokuma Shoten, who had earlier supported him. In May 1995, Miyazaki took four art directors\n", - "to Yakushima—which had previously provided inspiration for Nausicaä of the Valley of the Wind—to\n", - "research the forests as inspiration; another art director, Kazuo Oga, traveled to Shirakami-Sanchi.\n", - "The landscapes in the film were inspired by Yakushima. In Princess Mononoke, Miyazaki revisited the\n", - "ecological and political themes of Nausicaä of the Valley of the Wind. His historical research,\n", - "including that of Eiichi Fujimori, led him to the conclusion that women had more freedom during the\n", - "prehistoric Jomon period, and he opted to focus on ordinary people in society. Miyazaki felt the\n", - "melancholy of the protagonist, Ashitaka, reflected his own attitude, while he compared Ashitaka's\n", - "scar to modern physical conditions that children endure, like AIDS. Animation work began in July\n", - "1995, before the storyboards were completed—a first for Miyazaki. He supervised the 144,000 cels in\n", - "the film, about 80,000 of which were key animation. Princess Mononoke was produced with an estimated\n", - "budget of ¥2.35 billion (approximately US$23.5 million), making it the most expensive Japanese\n", - "animated film at the time. Approximately fifteen minutes of the film uses computer animation: about\n", - "five minutes uses techniques such as 3D rendering, digital composition, and texture mapping; the\n", - "remaining ten minutes uses digital ink and paint. While the original intention was to digitally\n", - "paint 5,000 of the film's frames, time constraints doubled this, though it remained below ten\n", - "percent of the final film. Animation was completed in mid-June 1997. Miyazaki collaborated directly\n", - "with Hisaishi on the soundtrack from early in production; Hisaishi wrote an \"image album\" of pieces\n", - "inspired by the story, which were reworked as production continued. Upon its premiere on July 12,\n", - "1997, Princess Mononoke was critically acclaimed, becoming the first animated film nominated for the\n", - "Japan Academy Film Prize for Picture of the Year, which it won. The film was also commercially\n", - "successful; it was watched by twelve million people by November, grossing US$160 million, and became\n", - "the highest-grossing film in Japan for several months. Its home video release sold over two million\n", - "copies within three weeks, and over four million by December 1998. For the North American release,\n", - "Miramax sought to make some cuts to obtain a lower rating than PG-13, but Studio Ghibli refused.\n", - "Neil Gaiman wrote the English-language script; he met Miyazaki in September 1999, when he traveled\n", - "to the United States for the film's release and expressed his pleasure at Gaiman's work. While it\n", - "was largely unsuccessful at the American box office, grossing about US$2.3 million, it was seen as\n", - "the introduction of Studio Ghibli to
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unsuccessful at the American box office, grossing about US$2.3 million, it was seen as the\n", - "introduction of Studio Ghibli to global markets. In 1997, Miyazaki contributed to Visionaire, an\n", - "arthouse magazine. Tokuma Shoten merged with Studio Ghibli in June 1997. Within walking distance of\n", - "Studio Ghibli, Miyazaki designed his private office, which he named Buta-ya (meaning \"pig house\").\n", - "It was intended as his retirement office for personal projects; he held his farewell party there in\n", - "January 1998, having left Studio Ghibli on January 14 to be succeeded by Kondō. However, Kondō's\n", - "death on January 21 impacted Miyazaki, and within days it was announced he would return to Studio\n", - "Ghibli to direct a new film. A manga by Miyazaki, Doromamire no Tora, was published in Model Graphix\n", - "in December 1998, based on a book by German tank commander Otto Carius. Miyazaki officially returned\n", - "to Studio Ghibli as its leader on January 16, 1999, taking an active role in employee organization.\n", - "From 1998, Miyazaki worked on designs for the Ghibli Museum, dedicated to showcasing the studio's\n", - "works, including several exclusive short films, for which production began in July 1999.\n", - "Construction for the museum began in March 2000, and it officially opened on October 1, 2001,\n", - "featuring the short film Kujiratori. Miyazaki served as its executive director. In 1999, a Japanese\n", - "theme park engaged Studio Ghibli to create a 20-minute short film about cats; Miyazaki agreed on the\n", - "condition that it featured returning characters from Whisper of the Heart. Aoi Hiiragi wrote a manga\n", - "based on the concept, titled Baron: The Cat Returns. When the theme park withdrew, Miyazaki expanded\n", - "the idea into a 45-minute film and, wanting to foster new talent at the studio, assigned it to\n", - "first-time director Hiroyuki Morita. The film was released as The Cat Returns in 2002. Miyazaki's\n", - "next film was conceived while on vacation at a mountain cabin with his family and five young girls\n", - "who were family friends. Miyazaki realized he had not created a film for 10-year-old girls and set\n", - "out to do so. He read shōjō manga magazines like Nakayoshi and Ribon for inspiration but felt they\n", - "only offered subjects on \"crushes and romance\", which is not what the girls \"held dear in their\n", - "hearts\"; he decided to produce the film about a female heroine whom they could look up to, based on\n", - "two of the girls he had met. Production of the film, titled Spirited Away, commenced in 2000 on a\n", - "budget of ¥1.9 billion (US$15 million). As with Princess Mononoke, the staff experimented with\n", - "computer animation, but kept the technology at a level to enhance the story, not to \"steal the\n", - "show\". Spirited Away deals with symbols of human greed, symbolizing the 1980s Japanese asset price\n", - "bubble, and a liminal journey through the realm of spirits. The film was released on July 20, 2001;\n", - "it received critical acclaim, winning the Japan Academy Film Prize for Picture of the Year. The film\n", - "was commercially successful, selling a record-breaking 21.4 million tickets and earning ¥30.4\n", - "billion (US$289.1 million) at the box office. It became the highest-grossing film in Japan, a record\n", - "it maintained for almost 20 years, and was the first Japanese film to earn US$200 million\n", - "internationally, prior to its American release. Kirk Wise directed the English-language version;\n", - "Disney Animation's John Lasseter wanted Miyazaki to travel to the United States to work on the\n", - "translated version, but Miyazaki trusted Lasseter to handle it. Spirited Away's hopping lamp\n", - "character is seen as an homage to Lasseter's character Luxo Jr. The film's successful American\n", - "release through Buena Vista cemented Studio Ghibli's reputation in Western regions and established\n", - "Miyazaki's popularity in North America; it was the first animated film to win the Golden Bear at the\n", - "Berlin International Film Festival (tied with Blood Sunday) and the first Japanese film to win Best\n", - "Animated Feature at the Academy Awards, alongside several other accolades. It has been frequently\n", - "ranked among the greatest films of the 21st century. Upon completing the film, like with Princess\n", - "Mononoke, Miyazaki declared it his last. He traveled to France in December 2001 and the United\n", - "States in September 2002 to promote the film. Following the death of Tokuma in September 2000,\n", - "Miyazaki served as the head of his funeral committee. Miyazaki wrote and directed more short films\n", - "for the Ghibli Museum: Koro no Daisanpo, which screened from January 2002, and Mei and the\n", - "Kittenbus, which screened from October. One of the short films, Imaginary Flying Machines, was later\n", - "screened as in-flight entertainment by Japan Airlines alongside Porco Rosso. Later films (2001–2011)\n", - "Studio Ghibli announced the production of Howl's Moving Castle in September 2001, based on the novel\n", - "by Diana Wynne Jones, which Miyazaki had read in 1999. Toei Animation's Mamoru Hosoda was originally\n", - "selected to direct the film, but disagreements between Hosoda and Studio Ghibli executives led to\n", - "the project's abandonment in 2002. After six months, Studio Ghibli resurrected the project. Miyazaki\n", - "was inspired to direct the film, struck by the image of a castle moving around the countryside; the\n", - "novel does not explain how the castle moved, which led to Miyazaki's designs. Some computer\n", - "animation was used to animate the castle's movements, though Miyazaki dictated it consist of no more\n", - "than 10 percent of the film. Miyazaki traveled to Colmar and Riquewihr in Alsace, France, to study\n", - "the architecture and the surroundings for the film's setting, while additional inspiration came from\n", - "the concepts of future technology in Albert Robida's work. The war featured in the film was\n", - "thematically influenced by the 2003 invasion and subsequent war in Iraq, the events of which enraged\n", - "Miyazaki. Howl's Moving Castle was released on November 20, 2004, and received widespread critical\n", - "acclaim. The film received the Golden Osella for Technical Excellence at the 61st Venice\n", - "International Film Festival, and was nominated for the Academy Award for Best Animated Feature. In\n", - "Japan, the film sold more than 1.1 million tickets within two days and grossed a record US$14.5\n", - "million in its first week. It became Japan's third-highest-grossing
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1.1 million tickets within two days and grossed a record US$14.5 million in its first week. It\n", - "became Japan's third-highest-grossing film, and remains among the top rankings with a worldwide\n", - "gross of over ¥19.3 billion. Miyazaki received the honorary Golden Lion for Lifetime Achievement\n", - "award at the 62nd Venice International Film Festival in 2005. He visited the United States in June\n", - "2005 to promote the film. In March 2005, Studio Ghibli split from Tokuma Shoten, and Miyazaki became\n", - "corporate director. After Howl's Moving Castle, Miyazaki created some short films for the Ghibli\n", - "Museum, for which he returned solely to traditional animation techniques; all three began screening\n", - "in January 2006. Studio Ghibli obtained the rights to produce an adaptation of Ursula K. Le Guin's\n", - "Earthsea novels in 2003; Miyazaki had contacted her in the 1980s expressing interest but she\n", - "declined, unaware of his work. Upon watching My Neighbor Totoro several years later, she expressed\n", - "approval to the concept and met with Suzuki in August 2005, who wanted Miyazaki's son Goro to direct\n", - "the film, as Miyazaki had wished to retire. Disappointed that Miyazaki was not directing but under\n", - "the impression he would supervise his son's work, Le Guin approved of the film's production.\n", - "Miyazaki later publicly opposed and criticized Goro's appointment as director. The film's designs\n", - "were partly inspired by Miyazaki's manga The Journey of Shuna. Upon Miyazaki's viewing of the film,\n", - "he wrote a message for his son: \"It was made honestly, so it was good\". In February 2006, Miyazaki\n", - "traveled to the United Kingdom to research A Trip to Tynemouth (based on Robert Westall's\n", - "\"Blackham's Wimpy\"), for which he designed the cover, created a short manga, and worked as editor;\n", - "it was released in October. Miyazaki's next film, Ponyo, began production in May 2006. It was\n", - "initially inspired by \"The Little Mermaid\" by Hans Christian Andersen, though began to take its own\n", - "form as production continued. Miyazaki aimed for the film to celebrate the innocence and\n", - "cheerfulness of a child's universe. He was intimately involved with the artwork, preferring to draw\n", - "the sea and waves himself, as he enjoyed experimenting. Two short films—Looking for a Home and Water\n", - "Spider Monmon—were made for the Ghibli Museum shortly before Ponyo entered production as animation\n", - "experiments for sea life. Ponyo features 170,000 frames—a record for Miyazaki. Its seaside village\n", - "was inspired by Tomonoura, a town in Setonaikai National Park, where Miyazaki stayed in 2004. The\n", - "main character, Sōsuke, is based on Gorō. Following its release on July 19, 2008, Ponyo was\n", - "critically acclaimed, receiving Animation of the Year at the 32nd Japan Academy Film Prize. The film\n", - "was also a commercial success, earning ¥10 billion (US$93.2 million) in its first month and ¥15.5\n", - "billion by the end of 2008, placing it among the highest-grossing films in Japan; its box office\n", - "earnings outpaced its ¥3.4 billion budget fivefold. In April 2008, Miyazaki founded Home of the\n", - "Three Bears, a preschool for the children of Studio Ghibli employees for which he had worked on\n", - "early architectural plans. In early 2009, Miyazaki began writing a manga called Kaze Tachinu (風立ちぬ,\n", - "The Wind Rises), telling the story of Mitsubishi A6M Zero fighter designer Jiro Horikoshi. The manga\n", - "was first published in two issues of the Model Graphix magazine, published on February 25 and March\n", - "25, 2009. For the Ghibli Museum, Miyazaki wrote the short film A Sumo Wrestler's Tail, directed by\n", - "Akihiko Yamashita, and wrote and directed Mr. Dough and the Egg Princess; both started screening in\n", - "2010. From July 2008, Miyazaki planned and produced the film Arrietty (2010), for which he co-wrote\n", - "the screenplay with Keiko Niwa, based on the 1952 novel The Borrowers; it was the directorial debut\n", - "of Hiromasa Yonebayashi, who had started as an inbetween artist on Princess Mononoke. Miyazaki and\n", - "Niwa wrote the screenplay for From Up on Poppy Hill (2011), based the 1979–1980 manga Coquelicot-\n", - "zaka kara; the film, directed by Goro Miyazaki, was the highest-grossing Japanese film in the\n", - "country in 2011 and won Animation of the Year at the Japan Academy Awards. Retirement and return\n", - "(2012–present) Miyazaki wanted his next film to be a sequel to Ponyo, but Suzuki convinced him to\n", - "instead adapt Kaze Tachinu to film. In November 2012, Studio Ghibli announced the production of The\n", - "Wind Rises, based on Kaze Tachinu, to be released as a double bill alongside Takahata's The Tale of\n", - "the Princess Kaguya; the latter was ultimately delayed. Miyazaki was inspired to create The Wind\n", - "Rises after reading a quote from Horikoshi: \"All I wanted to do was to make something beautiful\".\n", - "Several scenes in The Wind Rises were inspired by Tatsuo Hori's novel The Wind Has Risen (風立ちぬ), in\n", - "which Hori wrote about his life experiences with his fiancée before she died from tuberculosis. The\n", - "female lead character's name, Naoko Satomi, was borrowed from Hori's novel Naoko (菜穂子), while the\n", - "name of a German man, Hans Castorp, taken from Thomas Mann's The Magic Mountain. Naoko's struggles\n", - "with tuberculosis echo the illness of Miyazaki's mother, and Horikoshi's story of growing from a\n", - "young boy dreaming of airplanes to an inspirational artist is reflective of Miyazaki's own life. The\n", - "Wind Rises reflects Miyazaki's pacifist stance, continuing the themes of his earlier works, despite\n", - "stating that condemning war was not the intention of the film; he felt that, despite his occupation,\n", - "Horikoshi was not militant. Miyazaki was moved by the film, the first of his own works to make him\n", - "cry. As Horikoshi, he cast Hideaki Anno, who had worked on Nausicaä of the Valley of the Wind and\n", - "later became known for creating Neon Genesis Evangelion. The film premiered on July 20, 2013, It\n", - "received critical acclaim for its animation, narrative, and characters, though some viewers were\n", - "critical of the film's focus on Horikoshi due to the impacts of his inventions and others were\n", - "disappointed by its lack of fantastical elements. It was named Animation of the Year at the 37th\n", - "Japan Academy Film Prize and was nominated for Best Animated Feature at the
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Animation of the Year at the 37th Japan Academy Film Prize and was nominated for Best Animated\n", - "Feature at the 86th Academy Awards. It was commercially successful, grossing ¥11.6 billion (US$110\n", - "million) at the Japanese box office, becoming the highest-grossing film in Japan in 2013. The film's\n", - "production was documented in Mami Sunada's The Kingdom of Dreams and Madness. In September 2013,\n", - "Miyazaki announced he was retiring from the production of feature films due to his age, but wished\n", - "to continue working on the displays at the Ghibli Museum. Miyazaki was awarded the Academy Honorary\n", - "Award at the Governors Awards in November 2014. He developed Boro the Caterpillar, an animated short\n", - "film which was first discussed during pre-production for Princess Mononoke. It was screened\n", - "exclusively at the Ghibli Museum in July 2017. Around this time, Miyazaki was working on a manga\n", - "titled Teppo Samurai. In February 2019, a four-part documentary was broadcast on the NHK network\n", - "titled 10 Years with Hayao Miyazaki, documenting production of his films in his private studio. In\n", - "2019, Miyazaki approved a musical adaptation of Nausicaä of the Valley of the Wind, as it was\n", - "performed by a kabuki troupe. In August 2016, Miyazaki proposed a new feature-length film, Kimi-\n", - "tachi wa Dō Ikiru ka (titled The Boy and the Heron in English), on which he began animation work\n", - "without receiving official approval. The film opened in Japanese theaters on July 14, 2023. It was\n", - "preceded by a minimal marketing campaign, forgoing trailers, commercials, and advertisements, a\n", - "response from Suzuki to his perceived oversaturation of marketing materials in mainstream films.\n", - "Despite claims that The Boy and the Heron would be Miyazaki's final film, Studio Ghibli vice\n", - "president Junichi Nishioka said in September 2023 that Miyazaki continued to attend the office daily\n", - "to plan his next film. Suzuki said he could no longer convince Miyazaki to retire. The Boy and the\n", - "Heron won Miyazaki his second Academy Award for Best Animated Feature at the 96th Academy Awards,\n", - "becoming the oldest director to do so; Miyazaki did not attend the show due to his advanced age.\n", - "Views Miyazaki has often criticized the state of the animation industry, stating that some animators\n", - "lack a foundational understanding of their subjects and do not prioritize realism. He is\n", - "particularly critical of Japanese animation, saying that anime is \"produced by humans who can't\n", - "stand looking at other humans ... that's why the industry is full of otaku !\". He has frequently\n", - "criticized otaku, including \"fanatics\" of guns and fighter aircraft, declaring it a \"fetish\" and\n", - "refusing to identify himself as such. He bemoaned the state of Disney animated films in 1988, saying\n", - "\"they show nothing but contempt for the audience\". In 2013, Miyazaki criticized Japanese Prime\n", - "Minister Shinzo Abe's policies and the proposed Constitutional amendment that would allow Abe to\n", - "revise the clause outlawing war as a means to settle international disputes. Miyazaki felt Abe\n", - "wished to \"leave his name in history as a great man who revised the Constitution and its\n", - "interpretation\", describing it as \"despicable\" and stating \"People who don't think enough shouldn't\n", - "meddle with the constitution\". In 2015, Miyazaki disapproved Abe's denial of Japan's military\n", - "aggression, stating Japan \"should clearly say that [they] inflicted enormous damage on China and\n", - "express deep remorse over it\". He felt the government should give a \"proper apology\" to Korean\n", - "comfort women who were forced to service the Japanese army during World War II and suggested the\n", - "Senkaku Islands be \"split in half\" or controlled by both Japan and China. After the release of The\n", - "Wind Rises in 2013, some online critics labeled Miyazaki a \"traitor\" and \"anti-Japanese\", describing\n", - "the film as overly \"left-wing\"; Miyazaki recognized leftist values in his movies, citing his\n", - "influence by and appreciation of communism as defined by Karl Marx, but criticized the Soviet\n", - "Union's political system. When Spirited Away was nominated at the 75th Academy Awards in 2003,\n", - "Miyazaki refused to attend in protest of the United States's involvement in the Iraq War, and later\n", - "said he \"didn't want to visit a country that was bombing Iraq\". He did not publicly express this\n", - "opinion at the request of his producer until 2009 when he lifted his boycott and attended San Diego\n", - "Comic-Con as a favor to his friend John Lasseter. Miyazaki also expressed his opinion about the\n", - "terrorist attack at the offices of the French satirical magazine Charlie Hebdo, criticizing the\n", - "magazine's decision to publish the content cited as the catalyst for the incident; he felt\n", - "caricatures should be made of politicians, not cultures. In November 2016, Miyazaki believed \"many\n", - "of the people who voted for Brexit and Trump\" were affected by the increase in unemployment due to\n", - "companies \"building cars in Mexico because of low wages and [selling] them in the US\". He did not\n", - "think Donald Trump would be elected president, calling it \"a terrible thing\", but said Trump's\n", - "political opponent Hillary Clinton was \"terrible as well\". Themes Miyazaki's works are characterized\n", - "by the recurrence of themes such as feminism, environmentalism, pacifism, love, and family. His\n", - "narratives are also notable for not pitting a hero against an unsympathetic antagonist; Miyazaki\n", - "felt Spirited Away's Chihiro \"manages not because she has destroyed the 'evil', but because she has\n", - "acquired the ability to survive\". Miyazaki's films often emphasize environmentalism and the Earth's\n", - "fragility. Margaret Talbot stated Miyazaki dislikes modern technology, and believes much of modern\n", - "culture is \"thin and shallow and fake\"; he anticipates a time with \"no more high-rises\". Miyazaki\n", - "felt frustrated growing up in the Shōwa period from 1955 to 1965 because \"nature—the mountains and\n", - "rivers—was being destroyed in the name of economic progress\". Peter Schellhase of The Imaginative\n", - "Conservative identified that several antagonists of Miyazaki's films \"attempt to dominate nature in\n", - "pursuit of political domination, and are ultimately destructive to both nature and human\n", - "civilization\". Miyazaki is critical of exploitation under both communism and capitalism, as well as\n", - "globalization and its effects on modern life, believing \"a company is common property of the people\n", - "that work there\". Ram
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globalization and its effects on modern life, believing \"a company is common property of the people\n", - "that work there\". Ram Prakash Dwivedi identified values of Mahatma Gandhi in the films of Miyazaki.\n", - "Several of Miyazaki's films feature anti-war themes. Daisuke Akimoto of Animation Studies\n", - "categorized Porco Rosso as \"anti-war propaganda\" and felt the protagonist, Porco, transforms into a\n", - "pig partly due to his extreme distaste of militarism. Akimoto also argues that The Wind Rises\n", - "reflects Miyazaki's \"antiwar pacifism\", despite Miyazaki stating that the film does not attempt to\n", - "\"denounce\" war. Schellhase also identifies Princess Mononoke as a pacifist film due to the\n", - "protagonist, Ashitaka; instead of joining the campaign of revenge against humankind, as his ethnic\n", - "history would lead him to do, Ashitaka strives for peace. David Loy and Linda Goodhew argue both\n", - "Nausicaä of the Valley of the Wind and Princess Mononoke do not depict traditional evil, but the\n", - "Buddhist roots of evil: greed, ill will, and delusion; according to Buddhism, the roots of evil must\n", - "transform into \"generosity, loving-kindness and wisdom\" in order to overcome suffering, and both\n", - "Nausicaä and Ashitaka accomplish this. When characters in Miyazaki's films are forced to engage in\n", - "violence, it is shown as being a difficult task; in Howl's Moving Castle, Howl is forced to fight an\n", - "inescapable battle in defense of those he loves, and it almost destroys him, though he is ultimately\n", - "saved by Sophie's love and bravery. Suzuki described Miyazaki as a feminist in reference to his\n", - "attitude to female workers. Miyazaki has described his female characters as \"brave, self-sufficient\n", - "girls that don't think twice about fighting for what they believe in with all their heart\", stating\n", - "they may \"need a friend, or a supporter, but never a saviour\" and \"any woman is just as capable of\n", - "being a hero as any man\". Nausicaä of the Valley of the Wind was lauded for its positive portrayal\n", - "of women, particularly protagonist Nausicaä. Schellhase noted the female characters in Miyazaki's\n", - "films are not objectified or sexualized, and possess complex and individual characteristics absent\n", - "from Hollywood productions. Schellhase also identified a \"coming of age\" element for the heroines in\n", - "Miyazaki's films, as they each discover \"individual personality and strengths\". Gabrielle Bellot of\n", - "The Atlantic wrote that, in his films, Miyazaki \"shows a keen understanding of the complexities of\n", - "what it might mean to be a woman\". In particular, Bellot cites Nausicaä of the Valley of the Wind,\n", - "praising the film's challenging of gender expectations, and the strong and independent nature of\n", - "Nausicaä. Bellot also noted Princess Mononoke's San represents the \"conflict between selfhood and\n", - "expression\". Miyazaki is concerned with the sense of wonder in young people, seeking to maintain\n", - "themes of love and family in his films. Michael Toscano of Curator found Miyazaki \"fears Japanese\n", - "children are dimmed by a culture of overconsumption, overprotection, utilitarian education,\n", - "careerism, techno-industrialism, and a secularism that is swallowing Japan's native animism\".\n", - "Schellhase wrote that several of Miyazaki's works feature themes of love and romance, but felt\n", - "emphasis is placed on \"the way lonely and vulnerable individuals are integrated into relationships\n", - "of mutual reliance and responsibility, which generally benefit everyone around them\". He also found\n", - "many of the protagonists in Miyazaki's films present an idealized image of families, whereas others\n", - "are dysfunctional. Creation process and influences Miyazaki forgoes traditional screenplays in his\n", - "productions, instead developing the narrative as he designs the storyboards, stating \"We never know\n", - "where the story will go but we just keep working on the film as it develops\". Miyazaki has employed\n", - "traditional animation methods in all of his films, drawing each frame by hand; computer-generated\n", - "imagery has been employed in several of his later films, beginning with Princess Mononoke, to\n", - "\"enrich the visual look\", though he ensures each film can \"retain the right ratio between working by\n", - "hand and computer ... and still be able to call my films 2D\". He oversees every frame of his films.\n", - "For character designs, Miyazaki draws original drafts used by animation directors to create\n", - "reference sheets, which are then corrected by Miyazaki in his style. Miyazaki has cited several\n", - "Japanese artists as his influences, including Sanpei Shirato, Osamu Tezuka, Soji Yamakawa, and Isao\n", - "Takahata, and Western artists and animators like Frédéric Back, Jean Giraud, Paul Grimault, Yuri\n", - "Norstein, and animation studio Aardman Animations (specifically the works of Nick Park). A number of\n", - "authors have also influenced his works, including Lewis Carroll, Roald Dahl, Ursula K. Le Guin,\n", - "Philippa Pearce, Rosemary Sutcliff, and Antoine de Saint-Exupéry, Specific works that have\n", - "influenced Miyazaki include Animal Farm (1945), The Snow Queen (1957), and The King and the\n", - "Mockingbird (1980); The Snow Queen is said to be the true catalyst for Miyazaki's filmography,\n", - "influencing his training and work. When animating young children, Miyazaki often takes inspiration\n", - "from his friends' children and memories of his own childhood. Personal life Miyazaki's wife, Akemi\n", - "Ōta (大田朱美), was born in 1938 and hired as an inbetween artist at Toei Animation in 1958, working on\n", - "Panda and the Magic Serpent and Alakazam the Great (1960). She and Miyazaki met at Toei in 1964, and\n", - "they married in October 1965. At Toei, they worked together on The Great Adventure of Horus, Prince\n", - "of the Sun and The Wonderful World of Puss 'n Boots. They have two sons: Goro, born in January 1967,\n", - "and Keisuke, born in April 1969. Becoming a father changed Miyazaki and he tried to produce work to\n", - "please his children. Miyazaki initially fulfilled a promise to his wife that they would both\n", - "continue to work after Goro's birth, dropping him off at preschool for the day; however, upon seeing\n", - "Goro's exhaustion walking home one day, Miyazaki decided they could not continue, and his wife quit\n", - "in 1972 to stay at home and raise their children. She was reluctant to do so but considered it\n", - "necessary to allow Miyazaki to focus on his work. Miyazaki's dedication to his work harmed his\n", - "relationship with his children as he was often absent. Goro watched his father's works to
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to his work harmed his relationship with his children as he was often absent. Goro watched his\n", - "father's works to \"understand\" him since the two rarely talked. Miyazaki said he \"tried to be a good\n", - "father, but in the end [he] wasn't a very good parent\". During production of Tales from Earthsea in\n", - "2006, Goro said his father \"gets zero marks as a father but full marks as a director of animated\n", - "films\". Goro worked at a landscape design firm before beginning to work at the Ghibli Museum; he\n", - "designed the garden on its rooftop and eventually became its curator. Keisuke studied forestry at\n", - "Shinshu University and works as a wood artist; he designed a woodcut print that appears in Whisper\n", - "of the Heart. Miyazaki's niece, Mei Okuyama, who was the inspiration behind the character Mei in My\n", - "Neighbor Totoro, is married to animation artist Daisuke Tsutsumi. Legacy Miyazaki was described as\n", - "the \"godfather of animation in Japan\" by BBC's Tessa Wong in 2016, citing his craftsmanship and\n", - "humanity, the themes of his films, and his inspiration to younger artists. Courtney Lanning of\n", - "Arkansas Democrat-Gazette named him one of the world's greatest animators, comparing him to Osamu\n", - "Tezuka and Walt Disney; Miyazaki has been called \"the Disney of Japan\", though Helen McCarthy\n", - "considered comparison to Akira Kurosawa more appropriate due to the combination of grandeur and\n", - "sensitivity in his work, dubbing him \"the Kurosawa of animation\". Swapnil Dhruv Bose of Far Out\n", - "Magazine wrote that Miyazaki's work \"has shaped not only the future of animation but also filmmaking\n", - "in general\", and that it helped \"generation after generation of young viewers to observe the magic\n", - "that exists in the mundane\". Richard James Havis of South China Morning Post called him a \"genius\n", - "... who sets exacting standards for himself, his peers and studio staff\". Paste's Toussaint Egan\n", - "described Miyazaki as \"one of anime's great auteurs\", whose \"stories of such singular thematic\n", - "vision and unmistakable aesthetic\" captured viewers otherwise unfamiliar with anime. Miyazaki became\n", - "the subject of an exhibit at the Academy Museum of Motion Pictures in Los Angeles in 2021, featuring\n", - "over 400 objects from his films. Miyazaki has frequently been cited as an inspiration to numerous\n", - "animators, directors and writers around the world, including Wes Anderson, Tony Bancroft, James\n", - "Cameron, Barry Cook, Dean DeBlois, Guillermo del Toro, Pete Docter, Mamoru Hosoda, Bong Joon-ho,\n", - "Travis Knight, John Lasseter, Nick Park, Henry Selick, Makoto Shinkai, and Steven Spielberg. Glen\n", - "Keane said Miyazaki is a \"huge influence\" on Walt Disney Animation Studios and has been \"part of our\n", - "heritage\" ever since The Rescuers Down Under (1990). The Disney Renaissance era was also prompted by\n", - "competition with the development of Miyazaki's films. Artists from Pixar and Aardman Studios signed\n", - "a tribute stating, \"You're our inspiration, Miyazaki-san!\" He has also been cited as inspiration for\n", - "video game designers including Shigeru Miyamoto on The Legend of Zelda and Hironobu Sakaguchi on\n", - "Final Fantasy, as well as the television series Avatar: The Last Airbender, and the video game Ori\n", - "and the Blind Forest (2015). Several books have been written about Miyazaki by scholars such as Raz\n", - "Greenberg, Helen McCarthy, and Susan J. Napier; according to Jeff Lenburg, more papers have been\n", - "written about Miyazaki than any other Japanese artist. Studio Ghibli has searched for some time for\n", - "Miyazaki and Suzuki's successor to lead the studio; Kondō, the director of Whisper of the Heart, was\n", - "initially considered, but died from a sudden heart attack in 1998. Some candidates were considered\n", - "by 2023—including Miyazaki's son Goro, who declined—but the studio was not able to find a successor.\n", - "Selected filmography The Castle of Cagliostro (1979) Nausicaä of the Valley of the Wind (1984)\n", - "Laputa: Castle in the Sky (1986) My Neighbor Totoro (1988) Kiki's Delivery Service (1989) Porco\n", - "Rosso (1992) Princess Mononoke (1997) Spirited Away (2001) Howl's Moving Castle (2004) Ponyo (2008)\n", - "The Wind Rises (2013) The Boy and the Heron (2023) Awards and nominations Miyazaki won the Ōfuji\n", - "Noburō Award at the Mainichi Film Awards for The Castle of Cagliostro (1979), Nausicaä of the Valley\n", - "of the Wind (1984), Laputa: Castle in the Sky (1986), My Neighbor Totoro (1988), and The Boy and the\n", - "Heron (2023), and the Mainichi Film Award for Best Animation Film for Kiki's Delivery Service\n", - "(1989), Porco Rosso (1992), Princess Mononoke (1997), Spirited Away (2001), and Whale Hunt (2001).\n", - "Spirited Away and The Boy and the Heron were awarded the Academy Award for Best Animated Feature,\n", - "while Howl's Moving Castle (2004) and The Wind Rises (2013) received nominations. He was named a\n", - "Person of Cultural Merit by the Japanese government in November 2012, for outstanding cultural\n", - "contributions. Time named him one of the 100 most influential people in the world in 2005 and 2024,\n", - "and Gold House honored him on its Most Impactful Asians A100 list in 2024. He was an honoree of the\n", - "Ramon Magsaysay Award in 2024 for his usage of art to \"illuminate the human condition\". Miyazaki's\n", - "other accolades include several Annie Awards, Japan Academy Film Prizes, Kinema Junpo Awards, and\n", - "Tokyo Anime Awards. Notes References Sources Print sources Journal articles Web sources Video\n", - "sources External links Studio Ghibli (in Japanese) Hayao Miyazaki at Anime News Network's\n", - "encyclopedia Hayao Miyazaki at IMDb Hayao Miyazaki at Library of Congress, with 14 library catalogue\n", - "records
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\n" 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\n" - }, - "metadata": {} - }, - { - "output_type": "execute_result", - "data": { - "text/plain": [ - "0.90672314" - ] - }, - "metadata": {}, - "execution_count": 11 - } - ], + "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", @@ -3095,7 +633,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -3117,32 +655,7 @@ "id": "rKjXm7SWgTUc", "outputId": "a108ec6c-514e-418f-b12d-2a1f6e89c9a4" }, - "outputs": [ - { - "output_type": "display_data", - "data": { - "text/plain": [ - "Batches: 0%| | 0/1 [00:00" - ], - "image/png": 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"model_module_version": "1.5.0", - "state": { - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "DescriptionStyleModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "StyleView", - "description_width": "" - } } } } }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +} diff --git a/RAG/01_Basic_RAG/notebook.ipynb b/RAG/01_Basic_RAG/notebook.ipynb index 058fc53..0daded3 100644 --- a/RAG/01_Basic_RAG/notebook.ipynb +++ b/RAG/01_Basic_RAG/notebook.ipynb @@ -222,7 +222,7 @@ "print(\"🔃 Loading Data\")\n", "\n", "from llama_index.core import Document\n", - "reader = SimpleDirectoryReader(\"./content/\" , recursive=True)\n", + "reader = SimpleDirectoryReader(\"/content/data\" , recursive=True)\n", "documents = reader.load_data(show_progress=True)" ] },