MAKALAH
TENTANG DATA
Disusun untuk Memenuhi Tugas Mata Kuliah
Disusun untuk Memenuhi Tugas Mata Kuliah
Kapita selekta matematika
DosenPengampuh: Adityawarman S.Pd, M.Pd
![](data:image/png;base64,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)
![](data:image/png;base64,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)
DISUSUN OLEH :
ELMA AINI SYAFITRI
DosenPengampuh: Adityawarman S.Pd, M.Pd
DISUSUN OLEH :
ELMA AINI SYAFITRI
PROGRAM STUDI PENDIDIKAN GURU SEKOLAH DASAR
FAKULTAS ILMU PENDIDIKAN
UNIVERSITAS PAHLAWAN TUANKU TAMBUSAI
2017
BAB I
PENDHULUAN
A. Latar BelakangKegiatan pengumpulan data di lapangan, akan menghasilkan angka– angka yang disebut data kasar. Penyebutan dengan istilah data kasar menunjukkan bahwa data itu belum diolah dengan teknik statistic tertentu. Jadi, data – data itu masih berwujud sebagaimana data itu diperoleh yang biasanya berupa skor. Skor – skor tersebut dapat pula disebut dengan istilah skor kasar, yang artinya sama dengan data kasar. Biasanya relatif banyak dan tidak beraturan. Dalam pembuatan laporan penelitian, data tersebut yang harus dilaporkan. Agar dapat memberikan gambaran yang bermakna, data – data itu haruslah disajikan ke dalam tampilan yang sistematis.
B. Rumusan Masalah 1. Apa itu Data ?
2. Apa itu Pengertian Data Menurut Beberapa Ahli ?
3. Apa-apa saja Sumber Data dan Hirarki Data itu ?
4. Apa saja Jenis-jenis Data ?
5. ApA-apa saja Pembagian Data ?
6. Apa saja Fungsi data itu ?
C. Tujuan
1. Untuk mengetahui Pengertian Data
2. Untuk mengetahui Pengertian Data Menurut Beberapa Ahli
5. ApA-apa saja Pembagian Data ?
6. Apa saja Fungsi data itu ?
C. Tujuan
1. Untuk mengetahui Pengertian Data
2. Untuk mengetahui Pengertian Data Menurut Beberapa Ahli
3. Untuk mengetahui Sumber Data dan Hirarki Data
4. Untuk mengetahui Jenis-jenis Data
5. Untuk mengetahui Pembagian Data
6. Untuk mengetahui Fungsi data
D. Manfaat Penulisan
Semoga dengan kami menulis makalah ini bisa banyak membantu masyarakat dalam mengetahui tentang “ Data “. Dan semoga bermanfaat bagi orang banyak
Data adalah catatan atas kumpulan fakta. Data merupakan bentuk jamak daridatum, berasal dari bahasa Latin yang berarti "sesuatu yang diberikan". Dalam penggunaan sehari-hari data berarti suatu pernyataan yang diterima secara apa adanya. Pernyataan ini adalah hasil pengukuran atau pengamatan suatu variabel yang bentuknya dapat berupa angka, kata-kata, atau citra.
5. Untuk mengetahui Pembagian Data
6. Untuk mengetahui Fungsi data
D. Manfaat Penulisan
Semoga dengan kami menulis makalah ini bisa banyak membantu masyarakat dalam mengetahui tentang “ Data “. Dan semoga bermanfaat bagi orang banyak
BAB II
PEMBAHASAN
A. Pengertian Data Data adalah catatan atas kumpulan fakta. Data merupakan bentuk jamak daridatum, berasal dari bahasa Latin yang berarti "sesuatu yang diberikan". Dalam penggunaan sehari-hari data berarti suatu pernyataan yang diterima secara apa adanya. Pernyataan ini adalah hasil pengukuran atau pengamatan suatu variabel yang bentuknya dapat berupa angka, kata-kata, atau citra.
B. Pengertian Data Menurut Beberapa Ahli:1. Menurut Arikunto data merupakan segala fakta dan angka yang dapat dijadikan bahan untuk menyusun suatu informasi, sedangkan informasi adalah hasil pengolahan data yang dipakai untuk suatu keperluan.
2. Menurut Wahyudi data adalah informasi yang telah diterjemahkan ke dalam bentuk yang lebih sederhana untuk melakukan suatu proses. Sehubungan dengan komputer saat ini dan media transmisi, data adalah informasi diubah menjadi bentuk digital biner.
2. Menurut Wahyudi data adalah informasi yang telah diterjemahkan ke dalam bentuk yang lebih sederhana untuk melakukan suatu proses. Sehubungan dengan komputer saat ini dan media transmisi, data adalah informasi diubah menjadi bentuk digital biner.
C. Sumber Data dan Hirarki Data
Menurut Yakub (2012:6), Sumber data dapat diperoleh dari berbagai sumber untuk memperolehnya. Sumber data diklasifikasikan sebagai sumber data internal, sumber data personal, dan sumber data eksternal.
1. Data Internal sumbernya adalah orang, produk, layanan, dan proses. Data internal umumnya disimpan dalam basis data perusahaan dan biasanya dapat diakses.
2. Data Personal, sumber data personal bukan hanya berupa fakta, tetapi dapat juga mencakup konsep, pemikiran dan opini.
3. Data Eksternal, sumber data ekternal dimulai dari basis data komersial hingga sensor dan satelit. Data ini tersedia di compact disk, flashdisk atau media lainnya dalam bentuk film, suara gambar, atlas, dan televisi.
D. Jenis-jenis Data
1. Menurut sifatnya, jenis-jenis data yaitu :
a. Data Kualitatif: data kualitatif adalah data yang tidak berbentuk angka, misalnya: Kuesioner Pertanyaan tentang suasana kerja, kualitas pelayanan sebuah rumah sakit atau gaya kepemimpinan, dll.
b. Data Kuantitatif: data kuantitatif adalah data yang berbentuk angka, misalnya: harga saham, besarnya pendapatan, dll.
2. Jenis-jenis data menurut sumbernya, antara lain :
a. Data Internal: data intenal adalah data dari dalam suatu organisasi yang menggambarkan keadaan organisasi tersebut. Contohnya: suatu perusahaan, jumlah karyawannya, jumlah modalnya, atau jumlah produksinya, dll.
b. Data Eksternal: data eksternal adalah data dari luar suatu organisasi yang dapat menggambarkan faktor-faktor yang mungkin mempengaruhi hasil kerja suatu organisasi. Misalnya: daya beli masyarakat mempengaruhi hasil penjualan suatu perusahaan.
3. Jenis-jenis data menurut cara memperolehnya, antara lain :
a. Data Primer (primary data): data primer adalah data yang dikumpulkan sendiri oleh perorangan/suatu organisasi secara langsung dari objek yang diteliti dan untuk kepentingan studi yang bersangkutan yang dapat berupa interview, observasi.
b. Data Sekunder (secondary data): data sekunder adalah data yang diperoleh/ dikumpulkan dan disatukan oleh studi-studi sebelumnya atau yang diterbitkan oleh berbagai instansi lain. Biasanya sumber tidak langsung berupa data dokumentasi dan arsip-arsip resmi.
4. Jenis-jenis data menurut waktu pengumpulannya, antara lain:
a. Data cross section, yaitu data yang dikumpulkan pada suatu waktu tertentu (at a point of time) untuk menggambarkan keadaan dan kegiatan pada waktu tersebut. Misalnya; data penelitian yang menggunakan kuesioner.
b. Data berkala (time series data), yaitu data yang dikumpulkan dari waktu ke waktu untuk melihat perkembangan suatu kejadian/kegiatan selama periode tersebut. Misalnya, perkembangan uang beredar, harga 9 macam bahan pokok penduduk.
E. Pembagian Data
1. Pembagian Data menurut Susunannya
Menurut susunannya data dibagi atas data acak atau tunggal dan data berkelompok.
a. Data Acak Atau Tunggal
Data acak atau tunggal adalah data yang belum tersusun atau dikelompokkkan kedala kelas-kelas interval
b. Data Berkelompok
Data berkelompok adalah data yang sudah tersusun atau dikelompokkan kedalam kelas-kelas interval. Data kelompok disusun dalam bentuk distribusi frekuensi atau tabel frekuensi.
2. Pembagian Data Menurut Skala Pengukurannya
Skala pengukuran adalah peraturan penggunaan notasi bilangan dalam pengukuran. Menurut skala pengukurannya, data dapat dibedakan atas empat yaitu data nominal, data ordinal, data interval, dan data rasio.
a. Data nominal
Data nominal adalah data yang diberikan pada objek atau kategori yang tidak menggambarkan kedudukan objek atau kategori tersebut terhadap objek atau kategori lainnya, tetapi hanya sekadar label atau kode saja. Data ini hanya mengelompokkan objek/kategori ke dalam kelompok tertentu.
b. Data ordinal
Data ordinal adalah data yang penomoran objek atau kategori disusun menurut besarnya, yaitu dari tingkat terendah ke tingkat tertinggi atau sebaliknya dengan jarak/rentang yang tidak harus sama.
c. Data interval
Data interval adalah data di mana objek/kategori dapat diurutkan berdasarkan suatu atribut yang memberikan informasi tentang interval antara tiap objek/kategori sama. Besarnya interval dapat ditambah atau dikurangi.
d. Data rasio
Data rasio adalah data yang memiliki sifat-sifat data nominal, data ordinal, dan data interval, dilengkapi dengan titik nol absolut dengan makna empiris.
F. Fungsi data
1. Untuk membuat keputusan,
2. Sebagai dasar suatu perencanaan,
3. Sebagai alat pengendali terhadap pelaksanaan atau implementasi suatu aktivitas, dan
4. Sebagai dasar evaluasi terhadap suatu kegiatan.
Data adalah catatan atas kumpulan fakta, data itu adalah suatu fakta-fakta tertentu sehingga menghasilkan suatu kesimpulan dalam menarik suatu keputusan. data dibagi menjadi beberapa kelompok dengan fungsi yang sangat diperlukan dan mempunyai tujuan yang sangat penting bagi kehidupan sekarang secara nyata. Adapun beberapa ulasan tentang arti data yang berbeda namun inti dari data adalah untuk menjadikan syarat dalam pembuatan keputusan.
B. SARAN
Dengan menulis makalah ini kami mengakui memang masih banyak kekurangan-kekurangan yang terdapat di dalam makalah ini tapi kami berharap semoga apa yang kami tulis dan apa yang kami ketahui ini bisa banyak membantu masyarakat dalam memahami tentang “pengertian data, pengumpulan data dan penyajian data “. Dan semoga bermanfaat bagi orang banyak.
1. Data Internal sumbernya adalah orang, produk, layanan, dan proses. Data internal umumnya disimpan dalam basis data perusahaan dan biasanya dapat diakses.
2. Data Personal, sumber data personal bukan hanya berupa fakta, tetapi dapat juga mencakup konsep, pemikiran dan opini.
3. Data Eksternal, sumber data ekternal dimulai dari basis data komersial hingga sensor dan satelit. Data ini tersedia di compact disk, flashdisk atau media lainnya dalam bentuk film, suara gambar, atlas, dan televisi.
D. Jenis-jenis Data
1. Menurut sifatnya, jenis-jenis data yaitu :
a. Data Kualitatif: data kualitatif adalah data yang tidak berbentuk angka, misalnya: Kuesioner Pertanyaan tentang suasana kerja, kualitas pelayanan sebuah rumah sakit atau gaya kepemimpinan, dll.
b. Data Kuantitatif: data kuantitatif adalah data yang berbentuk angka, misalnya: harga saham, besarnya pendapatan, dll.
2. Jenis-jenis data menurut sumbernya, antara lain :
a. Data Internal: data intenal adalah data dari dalam suatu organisasi yang menggambarkan keadaan organisasi tersebut. Contohnya: suatu perusahaan, jumlah karyawannya, jumlah modalnya, atau jumlah produksinya, dll.
b. Data Eksternal: data eksternal adalah data dari luar suatu organisasi yang dapat menggambarkan faktor-faktor yang mungkin mempengaruhi hasil kerja suatu organisasi. Misalnya: daya beli masyarakat mempengaruhi hasil penjualan suatu perusahaan.
3. Jenis-jenis data menurut cara memperolehnya, antara lain :
a. Data Primer (primary data): data primer adalah data yang dikumpulkan sendiri oleh perorangan/suatu organisasi secara langsung dari objek yang diteliti dan untuk kepentingan studi yang bersangkutan yang dapat berupa interview, observasi.
b. Data Sekunder (secondary data): data sekunder adalah data yang diperoleh/ dikumpulkan dan disatukan oleh studi-studi sebelumnya atau yang diterbitkan oleh berbagai instansi lain. Biasanya sumber tidak langsung berupa data dokumentasi dan arsip-arsip resmi.
4. Jenis-jenis data menurut waktu pengumpulannya, antara lain:
a. Data cross section, yaitu data yang dikumpulkan pada suatu waktu tertentu (at a point of time) untuk menggambarkan keadaan dan kegiatan pada waktu tersebut. Misalnya; data penelitian yang menggunakan kuesioner.
b. Data berkala (time series data), yaitu data yang dikumpulkan dari waktu ke waktu untuk melihat perkembangan suatu kejadian/kegiatan selama periode tersebut. Misalnya, perkembangan uang beredar, harga 9 macam bahan pokok penduduk.
E. Pembagian Data
1. Pembagian Data menurut Susunannya
Menurut susunannya data dibagi atas data acak atau tunggal dan data berkelompok.
a. Data Acak Atau Tunggal
Data acak atau tunggal adalah data yang belum tersusun atau dikelompokkkan kedala kelas-kelas interval
b. Data Berkelompok
Data berkelompok adalah data yang sudah tersusun atau dikelompokkan kedalam kelas-kelas interval. Data kelompok disusun dalam bentuk distribusi frekuensi atau tabel frekuensi.
2. Pembagian Data Menurut Skala Pengukurannya
Skala pengukuran adalah peraturan penggunaan notasi bilangan dalam pengukuran. Menurut skala pengukurannya, data dapat dibedakan atas empat yaitu data nominal, data ordinal, data interval, dan data rasio.
a. Data nominal
Data nominal adalah data yang diberikan pada objek atau kategori yang tidak menggambarkan kedudukan objek atau kategori tersebut terhadap objek atau kategori lainnya, tetapi hanya sekadar label atau kode saja. Data ini hanya mengelompokkan objek/kategori ke dalam kelompok tertentu.
b. Data ordinal
Data ordinal adalah data yang penomoran objek atau kategori disusun menurut besarnya, yaitu dari tingkat terendah ke tingkat tertinggi atau sebaliknya dengan jarak/rentang yang tidak harus sama.
c. Data interval
Data interval adalah data di mana objek/kategori dapat diurutkan berdasarkan suatu atribut yang memberikan informasi tentang interval antara tiap objek/kategori sama. Besarnya interval dapat ditambah atau dikurangi.
d. Data rasio
Data rasio adalah data yang memiliki sifat-sifat data nominal, data ordinal, dan data interval, dilengkapi dengan titik nol absolut dengan makna empiris.
F. Fungsi data
1. Untuk membuat keputusan,
2. Sebagai dasar suatu perencanaan,
3. Sebagai alat pengendali terhadap pelaksanaan atau implementasi suatu aktivitas, dan
4. Sebagai dasar evaluasi terhadap suatu kegiatan.
BAB III
PENUTUP
A. KESIMPULAN Data adalah catatan atas kumpulan fakta, data itu adalah suatu fakta-fakta tertentu sehingga menghasilkan suatu kesimpulan dalam menarik suatu keputusan. data dibagi menjadi beberapa kelompok dengan fungsi yang sangat diperlukan dan mempunyai tujuan yang sangat penting bagi kehidupan sekarang secara nyata. Adapun beberapa ulasan tentang arti data yang berbeda namun inti dari data adalah untuk menjadikan syarat dalam pembuatan keputusan.
B. SARAN
Dengan menulis makalah ini kami mengakui memang masih banyak kekurangan-kekurangan yang terdapat di dalam makalah ini tapi kami berharap semoga apa yang kami tulis dan apa yang kami ketahui ini bisa banyak membantu masyarakat dalam memahami tentang “pengertian data, pengumpulan data dan penyajian data “. Dan semoga bermanfaat bagi orang banyak.
Post A Comment:
0 comments: