Momwe mungasinthire Zolemba kukhala Zowonera za Data

Pankhani osati malonda okha, komanso utolankhani ndi kafukufuku zosiyanasiyana, n'kofunika kukhala ndi deta yoyenera kuti apange zisankho zoyenera ndi kutsogolera kampeni bwino. Pali njira zosiyanasiyana zomwe zingagwiritsidwe ntchito popanga zida zofunika zotsatsa. Chimodzi mwa zida zofunika kwambiri ndi zomwe zimatchedwa kuwonetsa deta. Chida ichi chimapangitsa kuti zitheke kutenga, mwachitsanzo, zolemba ndi kupanga zida zotsatsa. Koma tiyeni tifotokoze kaye mawonekedwe a data ndikuwona momwe zimagwirira ntchito.

Kuwona kwa data ndi chida chothandiza kwambiri chomwe chimawonetsa ma data osiyanasiyana mumtundu wazithunzi. Kuti muchite izi, imagwiritsa ntchito ma chart, mamapu, infographics ndi zithunzi zina ndi zithunzi. Phindu lalikulu la njira iyi yoyika deta m'mawonekedwe owonetsera ndikuti imathandizira ogwiritsa ntchito kufufuza zochitika ndi machitidwe kuchokera ku deta. Ndizopindulitsa kwambiri potulutsa ziganizo ndikulimbikitsa kumvetsetsa mozama. Mwanjira iyi kuchuluka kwakukulu kwa data kumatha kuperekedwa molumikizana komanso momveka bwino. Ilinso ndi phindu lowonjezera, imatha kuwoneka bwino kwambiri ikaperekedwa kwa anthu ena omwe akugwira nawo ntchitoyi.

Chifukwa chiyani mawonekedwe a data amagwiritsidwa ntchito kwambiri pakutsatsa?

Kuwonera deta ndi chimodzi mwazinthu zofunika kwambiri zotsatsa zomwe muli nazo, chifukwa zimatheketsa kukopa chidwi cha omwe mukufuna. Malinga ndi kafukufuku wina, pafupifupi 60% ya anthu amakonda kukhala ophunzira, kutanthauza kuti kwa iwo njira yabwino yogwiritsira ntchito zomwe asankha ndikugwiritsa ntchito zida zowonera. Kuwonetsa deta ndi imodzi mwa njira zothandizira izi.

Pogwira ntchito ndi deta m'munda wa malonda, kulankhulana kowonekera kumagwiritsidwa ntchito nthawi zambiri. Pano sitikunena za kulankhulana ndi ogula pamene mukuyambitsa mankhwala ndipo mukufuna kusonyeza mtengo wake. Kulankhulana kowoneka kumagwiritsidwanso ntchito nthawi zambiri ndi magulu ofufuza pamsika, chifukwa ndi njira yabwino yogawana zotsatira, ndipo imatha kupititsa patsogolo kayendetsedwe ka ntchito.

It is really amazing how much data is produced by some business on a daily basis: emails, chats, articles, surveys are only the tip of the iceberg. It is hard to have an overview over this huge digital footprint. This is especially true if you also take all the vast audio data into consideration, for example recordings of interviews or focus groups. All the data that is captured in an audio format is often very valuable for research purposes. However, one of the main problems with audio formats is that it often becomes a tremendous task to go through all the hours and hours of audio files. Our suggestion is to transcribe the audio data and make searchable written documents out of it. Gglot is a transcription service provider that can help you with this task, so consider this step taken care of. We offer very fast and reliable transcription of any type of audio content. It will be done by our team of skilled transcription experts, with years and years of experience in the transcription business, and we can guarantee a maximum possible rate of accuracy. When you employ our services, you can rest assured that you will get a very precise transcription, for a very affordable price, and you will be amazed how soon you will be able to read all the data contained in the audio file.

Chabwino, tsopano pa sitepe yotsatira. Mukapeza zolembazo ndipo muli ndi deta mumtundu wolembedwa, muyenera kudziwa momwe mukufuna kusanthula deta yanu. Tsopano ndi nthawi yogwiritsa ntchito zida zowunikira mawu. Mutha kusankha zida zosavuta, mwachitsanzo ma jenereta amtambo. Amagwiritsa ntchito mawu omwe nthawi zambiri amabwera palimodzi kuti apange mawu amtambo.

Chiyambi chachidule cha mitambo ya mawu

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Mtambo wa mawu umatchedwanso kuti tag mtambo kapena mawu kapena mndandanda wolemetsa. Kwenikweni ndi mtundu wa njira yatsopano yowonetsera deta yomwe ili m'mawu ake oyambirira. Mitambo ya Mawu nthawi zambiri imagwiritsidwa ntchito powonetsa metadata yomwe imachokera ku mawu osakira, monga ma tag a masamba osiyanasiyana. Amagwiritsidwanso ntchito nthawi zambiri powonera mitundu yaulere yamalemba. Ma tag amatha kukhala chilichonse, koma nthawi zambiri amakhala ngati mawu amodzi. Mitambo ya Mawu imagwira ntchito pokankhira kufunikira kwa tagi iliyonse motengera kukula kwa mafonti kapena mtundu wa font. Chimodzi mwazabwino zamtundu wamtambo wa mawu ndikuthandizira kwake ndikafika pakuzindikira mwachangu mawu mumtambo, zomwe zimathandiza kudziwa mwachangu kutchuka kwanthawi iliyonse. Ngati mawuwo ndi aakulu, amatanthauza kuti amalemera kwambiri pokhudzana ndi kufunikira kwake komanso kufunika kwake. Mawuwa atha kugwiritsidwanso ntchito ngati njira yothandizira mawebusayiti, ndipo pakadali pano mawuwa nthawi zambiri amakhala olumikizidwa, zomwe zikutanthauza kuti amagwiritsidwa ntchito ngati zinthu zomwe zimalumikizidwa, zomwe zimalumikizidwa ndi chizindikirocho.

Chinthu chinanso chomwe chili chofunikira kudziwa pankhani ya mawu amtambo, ndikuti tinganene kuti mitambo ya mawu nthawi zambiri imagawika m'mitundu ikuluikulu itatu, pokhudzana ndi momwe amagwiritsira ntchito mtambo wa tag mu pulogalamuyo. M'magawo awa, amagawidwa ndi matanthauzo awo, m'malo mwa kugawanika kwakukulu ndi maonekedwe. Mtundu woyamba wa mtambo wa mawu umagwiritsa ntchito ma tag kuti awonetse pafupipafupi, kuchuluka kwa chinthu chilichonse chomwe chimagwiritsidwa ntchito, kuchuluka kwake komwe kumawonekera patsamba. Zikafika pamtundu wachiwiri wamtambo wamawu, ndi wosiyana ndi woyamba chifukwa umagwiritsa ntchito mtundu wamtambo wamtundu wapadziko lonse lapansi, ndipo mumtundu uwu wamtambo wama tag ma frequency onse ofunikira amaphatikizidwa, amatengera zinthu zonse ndi ogwiritsa ntchito. Tinganene kuti mtundu wachiwiri wa mawu mtambo mwanjira imayimira kuchuluka kwazinthu zosiyanasiyana zomwe tag idayikidwapo, ndipo motero imagwiritsidwa ntchito kuyimira kutchuka kwachidziwitso chilichonse.

Palinso mtundu wachitatu wa mtambo wa mawu, ndipo mumtundu wamtundu uwu wamitundu kukula kwawo ndi chizindikiro cha kuchuluka kwa magawo omwe amaphatikiza. Mtundu uwu wamtambo wa mawu umagwiritsa ntchito ma tag ngati njira yamagulu yomwe imayimira zinthu zachinthu chilichonse.

Chinthu chinanso chomwe chili chofunikira kuzindikila pankhani ya mawu osakira mtambo ndikuti nthawi zambiri amagwiritsidwa ntchito ngati mtundu wamakina otsatsa (SEM). Pogwiritsira ntchito izi zidzatanthawuza gulu linalake la mawu osakira, onse omwe ali okhudzana ndi zokambirana za webusaiti inayake.

Tag mitambo posachedwapa yapeza kutchuka kwambiri pankhani ya kukhathamiritsa kwa injini zosaka. Ndiwothandiza kwambiri ngati chida chowongolera bwino zomwe zili patsamba. Akagwiritsidwa ntchito bwino pa tsamba lawebusayiti, amatha kuthandizira kulumikiza zinthu zomwe zili patsambalo, zomwe ndizothandiza kwambiri kuti ziwoneke bwino pa intaneti komanso kukweza kwa injini zosakira.

Zida zowonera zapamwamba

Tikukhulupirira kuti mudakonda kufotokozera kwathu kwachidule kwa mitambo ya mawu ngati imodzi mwa zida zofunika kwambiri zowonera zomwe zingabweretse phindu lalikulu pankhani yotsatsa pa intaneti komanso kuwoneka bwino kwa zomwe muli. Komabe, awa si mapeto a nkhaniyi. Pankhani yowonera deta, mutha kugwiritsa ntchito zida zina zambiri, zina ndizovuta kwambiri kuposa zina, zimatengera zosowa zanu ndi zomwe mukufuna. Zina mwa zida zotsogola zakhala zotsogola kwambiri, ndipo pogwiritsa ntchito ma aligorivimu apamwamba komanso kuphunzira mozama amathanso kuwerenga, kumasulira malingaliro kuchokera palemba. Njira imeneyi imatchedwa kusanthula maganizo. Zida izi zimachokera ku makina ophunzirira makina omwe amasonkhanitsa deta kuchokera ku maimelo, ma tweets, zolemba ndi zina. Zomwezo zimasanjidwa mogwirizana ndi polarity yawo (zabwino, zopanda ndale, zoyipa) kapena malingaliro (chimwemwe, kukwiya, kusakhutira ndi zina). Mwachitsanzo, ngati mukufuna kusanthula deta kuchokera pakuwunikiridwa kwa chinthu china, algorithm imatha kuyika zomwe anthu amazinena pazabwino zake ngati zabwino, zopanda ndale kapena zoyipa. Chifukwa chake, kusanthula kwamalingaliro kumagwiritsidwa ntchito nthawi zambiri pakufufuza zamsika kuti mumvetsetse bwino momwe makasitomala amaonera zinthu. Ndi chida chomwe chimagwiritsidwanso ntchito powunikira mtundu kapena malo ochezera a pa Intaneti ndi zina zambiri.

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Pambuyo pa gawo lowunikira, mwina mwasiyidwa ndi maspredishiti omwe akuyenera kusinthidwa kukhala zowonera. Ngati mwasankha kupanga ma graph mwachitsanzo mutha kugwiritsa ntchito zida zomwe zili kale pamapulatifomu monga Excel. Ngati mukufuna kupanga zowonera zapamwamba kwambiri, mutha kutembenukira ku Flourish. Njira yabwino ndikuwunika zida zosiyanasiyana ndikuwona zomwe zili zabwino kwambiri pamilandu yanu. Tikukhulupirira kuti mudzakhala ndi zosangalatsa zambiri pofufuza njira zosiyanasiyana zomwe mungasinthire deta yanu kukhala zithunzi zosangalatsa, zomwe zidzakuthandizani kuwonekera kwanu pa intaneti komanso kukhutira kwa ogwiritsa ntchito.