Kurssikerta 1, MapInfo on paras ystäväsi

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Ensimmäisellä kurssikerralla palauteltiin mieleen asioita aiemmilta kursseilta, eli siis teoriaa TVT2-kurssilta ja ihanaista MapInfoa jo niin kaukaiselta TVT1-kurssilta. Teoriaosuudella on hyvä aloittaa ja kurssikerran harjoituksena tehtiin koropleetti kartta vapaavalintaisesta aiheesta.

MapInfo Professional  10.0

MapInfo on paikkatieto-ohjelma, jonka sisältämät tietokannat voidaan visualisoida karttojen muodossa. MapInfossa ominaisuustieto linkittyy käsittelyssä olevaan sijaintitietoon, kuten Tuuli Rissanen kirjoitti ensimmäisen kurssikerran blogitekstissään. Tietokannoista voidaan poimia tiettyjä muuttujia, joiden avulla jokin ilmiö, vaikkapa suomenkielisten osuus väestöstä, voidaan visualisoida teemakartan tai kartogrammin muodossa. Karttojen elementtäjä voidaan siirrellä toistensa päälle ja alle eri layereiden, eli tasojen, avulla siten, että päällimmäisen tason elementit ovat myös kartalla päällimmäisinä. Tästä on hyötyä esimerkiksi kartogrammia tehdessä, kun alimmaiseksi voi sijoittaa koropleettikartan ja sen päälle vaikka ympyrädiagrammeja.

Koropleettikartta

Koropleettikartta on dasymetrisen kartan tapainen, eli sama rasteripinta tai värisävy kattaa samat lukuarvot tai samaan luokkaan luokkaan kuuluvat havaintopisteet. Dasymetrisessä kartassa nämä alueet noudattavat vain omia rajojaan, kun taas koropleettikartassa pohjana on aina valmiiksi määritelty aluejako. Tavallisesti aluejaon pohjana on hallintoalue, kuten valtio, lääni tai kunta, tai sitten muu tilastointialue, kuten Euroopassa käytössä oleva NUTS-aluejako.

Koropleettikartoilla esitetään aina suhteellisia lukuja, kuten väestöntiheyttä, jossa väestön määrä on suhteessa pinta-alaan. Sen sijaan absoluuttisia lukuarvoja, kuten todellisia asukasmääriä, ei koropleettikartoilla saa esittää. Tämä johtuu siitä, että alueet ovat eri kokoisia, jolloin kartta antaisi aivan väärän kuvan ilmiön alueellisesta jakautumisesta.
Lisäksi koropleettikarttoja tehtäessä ja luettaessa on muistettava kartan luonne, eli se, että kartalta voidaan lukea vain tietty luokkaväli. Näin ollen kaksi hyvin lähellä toisiaan olevaa havaintoarvoa, esimerkiksi 19,9 ja 20,1 voivat sijoittua aivan eri luokkiin, esimerkiksi 10-20 ja 20-30, jolloin näyttää, että kahden alueen välillä olisi suuri vaihtelu, vaikkei näin todellisuudessa ole (Kartografian verkkoaineisto 2011).

Koropleettikartta Suomen kuntien taajama-asteesta

Ensimmäisen kurssikerran harjoituksena tein koropleettikartan Suomen kuntien taajama-asteesta 1.1.2010. Ensimmäisellä kurssikerralla samaa aihetta käsitelleen Ainokaisa Tarnasen sanoin:  ”Kartan lukijan olisi tosin hyvä tietää, että taajamalla tarkoitetaan vähintään 200 asukkaan rakennusryhmää, jossa rakennusten etäisyys toisistaan on alle 200 m (Metadata 2011).” Myöskin Sonja Murto teki ensimmäisen kurssikerran karttansa taajama-asteesta, ja tekstissään hän muistutti, että korkea taajama-aste voi antaa virheellisen kuvan siitä, että koko kunta olisi tiheästi asuttua taajamaa. Onkin siis muistettava, että taajama-aste ei korreloi väentiheyden tai absoluuttisen väkiluvun kanssa. Esimerkiksi kooltaan suuri Rovaniemen kunta sijoittuu ylimpään luokkaan, jolloin voisi kuvitella väkiluvun olevan suunnaton. Tämä johtuu siitä, että väestö on keskittynyt taajamiin, mutta kunnan sisäiset alueelliset erot eivät näy kartalla.

Koropleettikartassa aineisto esitetään siis luokiteltuna. Erilaisia luokittelumahdollisuuksia on useita ja niistä aineistoon parhaiten sopiva on helpointa valita jos aineistoa ensin tarkastelee histogrammina. Kurssilla käytimme netistä löytyvää helppokäyttöistä histogrammi työkalua, mutta myös Excel-laskentaohjelmalla olisi histogrammin luonti onnistunut. Kuvassa 1 näkyy, että aineistossa on havaittavissa normaalijakauman näköistä muotoa, mutta kuitenkin aineisto on painottunut yli 50% ja lisäksi epätasaisesti. Näin ollen mielestäni kuvaavinta on kutsua aineistoa epämääräisesti  jakautuneeksi.

Kuva 1.

Aineiston voi luokitella monella eri tapaa. Esimerkiksi tasaväliset luokat, joissa jokainen luokka on samansuuruinen, sovinnaiset pyöristetyt luokkavälit, eli ”tein ihan ite”-luokat, kvantiilit, joissa jokaiseen luokkaan tulee suunnilleen sama määrä havaintoja ja luonnolliset luokkavälit, joissa luokkarajat osuvat aineistossa näkyviin katkoihin (Kartografian verkkoaineisto 2011). Valitsin karttaani viisi luokkaa ja luonnoliset luokkavälit, koska kyseinen luokittelutapa sopii aina kaikkiin aineistoihin, ja siten myös tähän. Luokkarajat ovat epäsäännölliset, mutta mielestäni selkeät. Havaintojen määrä vaihtelee luokittain siten, että kolmessa luokassa havaintoja on n. 74, yhdessä 105 ja pienimmän taajama-asteen luokassa vain 10. Itse en näe havaintojen määrän suuria eroja ongelmana, koska tällä luokittelulla etenkin pienimmän (0-25%) taajama-asteen kunnat erottuvat hyvin.

Kuva 2.

Kuvassa 2 on tekemäni kartta. Kartan väriksi nappasin ensimmäisen MapInfon ehdottaman värisarjan, eli eri punaisen ja vihreän sävyjä,  joka toimii kyllä normaalinäköiselle hyvin, mutta on punavihersokealle todennäköisesti äärimmäisen haastava ja ärsyttävä luettava. Nyt jälkeenpäin kun MapInfon käyttö on hiukan paremmin hallussa en valitsisi samaa väriluokitusta, vaikka se onkin kuvaava. Luokkia on siis viisi, joista alimman väri on tumma vihreä, kaksi seuraava ovat vaaleampia vihreän sävyjä, toiseksi ylin luokka on oranssi ja aivan ylin luokka kirkkaan punainen. Värien ja alueiden lisäksi kartalta löytyy toki myös legenda, jossa nuo värit on selitetty. Myöskin kartalle välttämättömät elementit eli mittakaava ja pohjoisnuoli löytyvät kartalta. Näiden sijoitteluun olisi toki voinut käyttää vielä hetken enemmänkin, mutta näissäkin kohdissa ne ajavat asiansa riittävän hyvin.

Tulkintaa kartalta

Suurimmat taajama-asteet löytyvät oletetusti suurimpien kaupunkien, kuten Helsingin, Tampereen, Kuopion ja Oulun läheisyydestä. Näiden lisäksi myös muutamat kunnat, jotka eivät ole suhteessa suuria kaupunkeja nousevat esille, kuten vaikkapa aiemmin mainittu Rovaniemi. Pienimmän taajama-asteen aluetta on Pohjois-Lappi, joskin Inari kuuluu peräti toisiksi ylimpään luokkaan. Lisäksi Keski- ja Järvi-Suomessa on pienen taajama-asteen kuntia vieretysten suuremman asteen kuntien kanssa. Suurin osa rannikoiden kunnista kuuluu kahteen ylimpään luokkaan, kun taas itärajalla on enemmän kolmen alimman luokan kuntia. Kunnat, joissa taajama-aste on alhaisin, ovat sijoittuneet lähinnä Turun ja Ahvenanmaan saaristoon, mutta näiden lisäksi myös Järvi-Suomessa on kaksi alimman luokan kuntaa.

Yhteenveto

Kurssikerran pääasiallisena tarkoituksena oli palauttaa mieleen aiempien TVT-kurssien asioita, kuten aineiston luokittelua ja lisäksi opettaa perusasioita MapInfosta. Kun TVT2-kurssilla keskityttiin lähinnä karttojen tuottamiseen itse, sekä niiden teknisiin seikkoihin, niin tällä kurssilla keskitytään jo olemassa olevan aineistoin muokkaamiseen ja esittämiseen. MapInfo on tähän erittäin hyvä ja kätevä työkalu, kunhan sitä ensin oppii käyttämään.

Lähteet:

Histogrammityökalu
<http://illuminations.nctm.org/ActivityDetail.aspx?ID=78>

Kartografian verkkoaineisto 2011, Helsingin yliopisto
<https://hmaa2.geography.helsinki.fi/KurssitPysyvat/KartogrPer/paasivu.html>

Murto, S. (2012). TVT3, kurssikerta 1 – Tutustuminen MapInfoon.  20.1.2012
<https://blogs.helsinki.fi/sxmurto/2012/01/20/tvt3-kurssikerta1-tutustuminenmapinfoon/>

Rissanen, T. (2012). Kurssikerta 1 – tutustuminen MapInfoon. 18.1.2012
<https://blogs.helsinki.fi/tuulriss/2012/01/18/kurssikerta-1-tutustuminen-mapinfoon/ >

Tarnanen, A. (2012) Kurssikerta 1. 19.1.2012
<https://blogs.helsinki.fi/atarnane/2012/01/19/kurssikerta-1/>

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  10423. Understanding COSC Validation and Its Importance in Horology
    COSC Accreditation and its Rigorous Criteria
    COSC, or the Controle Officiel Suisse des Chronometres, is the official Swiss testing agency that attests to the accuracy and precision of wristwatches. COSC accreditation is a sign of quality craftsmanship and dependability in chronometry. Not all timepiece brands seek COSC accreditation, such as Hublot, which instead follows to its own strict criteria with movements like the UNICO calibre, reaching equivalent accuracy.

    The Science of Exact Chronometry
    The central system of a mechanized watch involves the mainspring, which delivers power as it loosens. This mechanism, however, can be susceptible to external elements that may impact its accuracy. COSC-accredited mechanisms undergo demanding testing—over fifteen days in various conditions (5 positions, three temperatures)—to ensure their resilience and dependability. The tests evaluate:

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  10425. проверить свои usdt на чистоту
    Проверка данных кошелька на выявление подозрительных финансовых средств: Защита вашего криптовалютного финансового портфеля

    В мире цифровых валют становится все более существеннее гарантировать защиту своих активов. Каждый день обманщики и криминальные элементы разрабатывают новые схемы мошенничества и кражи цифровых денег. Ключевым инструментом существенных методов обеспечения становится проверка данных бумажников по присутствие неправомерных денег.

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  10426. Осмотр USDT на прозрачность: Каковым способом сохранить личные криптовалютные состояния

    Все больше граждан обращают внимание на секурити собственных электронных активов. Каждый день дельцы придумывают новые подходы разграбления цифровых денег, а также владельцы цифровой валюты становятся жертвами их интриг. Один из техник обеспечения безопасности становится проверка бумажников в присутствие нелегальных финансов.

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  10427. Анализ USDT в чистоту: Каким образом сохранить свои криптовалютные состояния

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    הימורים מקוונים הם חוויה מרגשת ופופולרי ביותר בעידן המקוון, שמביאה מיליונים אנשים מכל
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    ההימורים המקוונים הם מהם כבר חלק מהותי מתרבות החברה לא מעט זמן והיום הם לא רק חלק חשוב מהפעילות הכלכלית והתרבותית, אלא גם מספקים הכנסות וחוויות. משום שהם נגישים וקלים לשימוש, הם מובילים את כולם ליהנות מהניסיון ולהצליח לנצח בכל זמן ובכל מקום.

    טכנולוגיה והימורים הפכו להיות מעניינת ופופולרית. מיליונים אנשים מכל כל רחבי העולם מתעניינים בהימורים מקוונים, כוללים סוגים שונים של הימורים. הימורים מקוונים מציעים למשתתפים חוויה רגשית ומרתקת, שמתאימה לכל גיל וכישור בכל זמן ובכל מקום.

    אז מה נותר אתה מחכה למה? אל תהסס והצטרף עכשיו והתחיל ליהנות מהתרגשות וההנאה שההימורים באינטרנט מבטיחים.

  10430. Sure, here’s the text with spin syntax applied:

    Hyperlink Hierarchy

    After numerous updates to the G search algorithm, it is required to utilize different methods for ranking.

    Today there is a way to engage the focus of search engines to your site with the help of inbound links.

    Backlinks are not only an effective marketing resource but they also have natural traffic, immediate sales from these sources possibly will not be, but transitions will be, and it is beneficial traffic that we also receive.

    What in the end we get at the end result:

    We display search engines site through links.
    Prluuchayut natural click-throughs to the site and it is also a signal to search engines that the resource is used by people.
    How we show search engines that the site is liquid:

    Backlinks do to the primary page where the main information.
    We make backlinks through redirections credible sites.
    The most SIGNIFICANT we place the site on sites analyzers separate tool, the site goes into the cache of these analyzers, then the received links we place as redirects on blogs, forums, comments. This crucial action shows search engines the MAP OF THE SITE as analysis tool sites display all information about sites with all key terms and headlines and it is very BENEFICIAL.
    All data about our services is on the website!

  10431. TOGELHOKadalah situs taruhan tebak angka dalam jangka waktu tertentu. Pemain bertaruh pada hasil dari pengundian angka resmi, seperti yang dilakukan oleh lotere resmi di berbagai negara.

  10432. Creating unique articles on Platform and Platform, why it is necessary:
    Created article on these resources is improved ranked on less common queries, which is very important to get natural traffic.
    We get:

    organic traffic from search algorithms.
    organic traffic from the inner rendition of the medium.
    The webpage to which the article refers gets a link that is profitable and increases the ranking of the site to which the article refers.
    Articles can be made in any number and choose all low-frequency queries on your topic.
    Medium pages are indexed by search algorithms very well.
    Telegraph pages need to be indexed distinctly indexer and at the same time after indexing they sometimes occupy places higher in the search engines than the medium, these two platforms are very useful for getting traffic.
    Here is a link to our offerings where we provide creation, indexing of sites, articles, pages and more.

  10433. link building
    Link building is simply as successful now, only the resources for working in this field have shifted.
    You can find many options to incoming links, our team use some of them, and these strategies operate and are actually tried by our experts and our clients.

    Lately we carried out an trial and we found that low-volume queries from a single website ranking effectively in search results, and the result doesn’t have to become your personal website, you can use social networking sites from web2.0 collection for this.

    It is also possible to in part move weight through web page redirects, giving a diverse hyperlink profile.

    Visit to our website where our company’s solutions are actually presented with thorough explanations.

  10436. capcut88 slot is a thrilling online slot game that transports players to the realm of ancient Greek mythology. Developed by Pragmatic Play, this game features stunning graphics and captivating gameplay.

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    Yggdrasil juga menyediakan judi slot online yang sangat menarik serta menawarkan hadiah menang fantastis dengan jumlah bervariasi. Login Ligaciputra Yggdrasil juga menyediakan game slot judi online taruhan uang asli yang sangat gacor sehingga setiap putaran yang berlangsung gampang bocor jackpotnya

  10438. Backlink creation is merely as successful currently, only the resources for working in this field possess shifted.
    There are several choices regarding inbound links, our company use several of them, and these approaches work and have been examined by our team and our clientele.

    Lately our company performed an experiment and we found that less frequent search queries from a single website rank effectively in online searches, and the result doesnt need to be your own domain name, you can make use of social networks from Web 2.0 collection for this.

    It additionally possible to partly shift weight through web page redirects, providing an assorted hyperlink profile.

    Visit to our very own site where our own offerings are typically presented with detailed overview.

  10439. С началом СВО уже спустя полгода была объявлена первая волна мобилизации. При этом прошлая, в последний раз в России была аж в 1941 году, с началом Великой Отечественной Войны. Конечно же, желающих отправиться на фронт было не много, а потому люди стали искать способы не попасть на СВО, для чего стали покупать справки о болезнях, с которыми можно получить категорию Д. И все это стало возможным с даркнет сайтами, где можно найти практически все что угодно. Именно об этой отрасли темного интернета подробней и поговорим в этой статье.

  10440. 反向連結金字塔
    反向連結金字塔

    G搜尋引擎在经过多次更新之后需要应用不同的排名參數。

    今天有一種方法可以使用反向連接吸引G搜尋引擎對您的網站的注意。

    反向链接不僅是有效的推廣工具，也是有機流量。

    我們會得到什麼結果：

    我們透過反向連接向G搜尋引擎展示我們的網站。
    他們收到了到該網站的自然過渡，這也是向G搜尋引擎發出的信號，表明該資源正在被人們使用。
    我們如何向G搜尋引擎表明該網站具有流動性：

    個帶有主要訊息的主頁反向链接
    我們透過來自受信任網站的重新导向來建立反向連結。
    此外，我們將網站放置在單獨的網路分析器上，網站最終會進入這些分析器的快取中，然後我們使用產生的連結作為部落格、論壇和評論的重新定向。 這個重要的操作向G搜尋引擎顯示了網站地圖，因為網站分析器顯示了有關網站的所有資訊以及所有關鍵字和標題，這很棒
    有關我們服務的所有資訊都在網站上！

  10441. Aquí está el texto con la estructura de spintax que propone diferentes sinónimos para cada palabra:

    “Pirámide de enlaces de retorno

    Después de numerosas actualizaciones del motor de búsqueda G, necesita aplicar diferentes opciones de clasificación.

    Hay una forma de llamar la atención de los motores de búsqueda a su sitio web con enlaces de retroceso.

    Los backlinks no sólo son una táctica eficaz para la promoción, sino que también tienen flujo de visitantes orgánico, las ventas directas de estos recursos más probable es que no será, pero las transiciones será, y es poedenicheskogo tráfico que también obtenemos.

    Lo que vamos a obtener al final en la salida:

    Mostramos el sitio a los motores de búsqueda a través de vínculos de retroceso.
    Conseguimos transiciones orgánicas hacia el sitio, lo que también es una señal para los buscadores de que el recurso está siendo utilizado por la gente.
    Cómo mostramos los motores de búsqueda que el sitio es líquido:
    1 enlace se hace a la página principal donde está la información principal

    Hacemos backlinks a través de redirecciones de sitios de confianza
    Lo más IMPORTANTE colocamos el sitio en una herramienta independiente de analizadores de sitios, el sitio entra en la caché de estos analizadores, luego los enlaces recibidos los colocamos como redirecciones en blogs, foros, comentarios.
    Esta crucial acción muestra a los buscadores el MAPA DEL SITIO, ya que los analizadores de sitios muestran toda la información de los sitios con todas las palabras clave y títulos y es muy positivo.
    ¡Toda la información sobre nuestros servicios en el sitio web!

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