{ "cells": [ { "cell_type": "markdown", "id": "0dcfab92", "metadata": {}, "source": [ "# Ezega Data Analysis\n", "\n", "Author: [Meheret Samuel](https://github.com/senadev42)\n", "\n", "
\n", " | business_title | \n", "business_image | \n", "business_location | \n", "business_url | \n", "business_description | \n", "business_numbers | \n", "ezega_url | \n", "category | \n", "sub_category | \n", "
---|---|---|---|---|---|---|---|---|---|
0 | \n", "Bagel Corner Bakery | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "Addis Ababa | \n", "None | \n", "None | \n", "[0116513067, 0911455510, +251116352780, 0115506104, 251116546674, +251111234015, +25111663949496] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=765830&bid=732720&cid=788190 | \n", "Auto | \n", "Resources | \n", "
1 | \n", "AWASH BAR & RESTURANT | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "Mekelle | \n", "None | \n", "None | \n", "[0344402815, 0344418248, 0344415657] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=762390&bid=383775&cid=786685 | \n", "Auto | \n", "Resources | \n", "
2 | \n", "BITMAS General Trading PLC | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "Ras Desta Damtwe St. NTO Building, 3rd floor, No 20 and our shop is located behind Commercial Colleg | \n", "None | \n", "None | \n", "[+251115501364, +251911516445+2510911133182, +251115549216, +251116674903, +251116691400, 011416878, +25111116022, +919726772088] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=763250&bid=967715&cid=782170 | \n", "Auto | \n", "Water Services | \n", "
3 | \n", "ROB VIDEO | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "Mekelle | \n", "None | \n", "None | \n", "[0344400112] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=765615&bid=438170&cid=789910 | \n", "Auto | \n", "Water Services | \n", "
4 | \n", "Tesfa PLWHA Association | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "Addis Ababa | \n", "None | \n", "None | \n", "[0467730206, 0116558830, 2511613426, 0115540391, 0116185992, 01115533010116554776] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=766260&bid=803455&cid=769270 | \n", "Auto | \n", "Shipping Companies | \n", "
\n", " | business_title | \n", "business_image | \n", "business_location | \n", "business_url | \n", "business_description | \n", "business_numbers | \n", "ezega_url | \n", "category | \n", "sub_category | \n", "
---|---|---|---|---|---|---|---|---|---|
0 | \n", "Bagel Corner Bakery | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "Addis Ababa | \n", "N/A | \n", "No description available | \n", "[0116513067, 0911455510, +251116352780, 0115506104, 251116546674, +251111234015, +25111663949496] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=765830&bid=732720&cid=788190 | \n", "Auto | \n", "Resources | \n", "
1 | \n", "AWASH BAR & RESTURANT | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "Mekelle | \n", "N/A | \n", "No description available | \n", "[0344402815, 0344418248, 0344415657] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=762390&bid=383775&cid=786685 | \n", "Auto | \n", "Resources | \n", "
2 | \n", "BITMAS General Trading PLC | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "Ras Desta Damtwe St. NTO Building, 3rd floor, No 20 and our shop is located behind Commercial Colleg | \n", "N/A | \n", "No description available | \n", "[+251115501364, +251911516445+2510911133182, +251115549216, +251116674903, +251116691400, 011416878, +25111116022, +919726772088] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=763250&bid=967715&cid=782170 | \n", "Auto | \n", "Water Services | \n", "
3 | \n", "ROB VIDEO | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "Mekelle | \n", "N/A | \n", "No description available | \n", "[0344400112] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=765615&bid=438170&cid=789910 | \n", "Auto | \n", "Water Services | \n", "
4 | \n", "Tesfa PLWHA Association | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "Addis Ababa | \n", "N/A | \n", "No description available | \n", "[0467730206, 0116558830, 2511613426, 0115540391, 0116185992, 01115533010116554776] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=766260&bid=803455&cid=769270 | \n", "Auto | \n", "Shipping Companies | \n", "
\n", " | business_title | \n", "business_image | \n", "business_location | \n", "business_url | \n", "business_description | \n", "business_numbers | \n", "ezega_url | \n", "category | \n", "sub_category | \n", "fully_capitalized_words_count | \n", "total_words_count | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|
333 | \n", "\n", " | https://businessguide.ezega.com/images/noimage.png | \n", "\\r\\n\\t \\r\\n\\t \\r\\n \\r\\n\\t \\r\\n\\t \\r\\n\\t \\r\\n \\r\\n\\t | \n", "N/A | \n", "No description available | \n", "[0251113453, 0251114254, 02511148900251118151, 025111489302511109950251119149, 02511122000251125923] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=763250&bid=3289285&cid=781955 | \n", "Auto | \n", "Spare Parts | \n", "0 | \n", "0 | \n", "
3509 | \n", "\n", " | https://businessguide.ezega.com/images/thumb/pict0-13753.jpg?time9/26/2023 9:50:50 AM | \n", "\\r\\n\\t \\r\\n\\t \\r\\n \\r\\n\\t \\r\\n\\t \\r\\n\\t \\r\\n \\r\\n\\t | \n", "N/A | \n", "No description available | \n", "[] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=794425&bid=3235535&cid=794855 | \n", "Auto | \n", "Resorts | \n", "0 | \n", "0 | \n", "
3602 | \n", "\n", " | https://businessguide.ezega.com/images/thumb/pict0-13753.jpg?time9/26/2023 9:51:07 AM | \n", "\\r\\n\\t \\r\\n\\t \\r\\n \\r\\n\\t \\r\\n\\t \\r\\n\\t \\r\\n \\r\\n\\t | \n", "N/A | \n", "No description available | \n", "[] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=794425&bid=3235535&cid=794855&page=0 | \n", "Auto | \n", "Ethiopian Evangelical | \n", "0 | \n", "0 | \n", "
3655 | \n", "\n", " | https://businessguide.ezega.com/images/noimage.png | \n", "\\r\\n\\t \\r\\n\\t \\r\\n \\r\\n\\t \\r\\n\\t \\r\\n\\t \\r\\n \\r\\n\\t | \n", "N/A | \n", "No description available | \n", "[6122268326, 0920607823, 251115516777, 251116292285, 251115512686] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=764970&bid=1407605&cid=782385 | \n", "Auto | \n", "Ethiopian Evangelical | \n", "0 | \n", "0 | \n", "
3883 | \n", "\n", " | https://businessguide.ezega.com/images/thumb/pict0-6540.jpg?time9/26/2023 9:51:49 AM | \n", "\\r\\n\\t \\r\\n\\t \\r\\n \\r\\n\\t \\r\\n\\t \\r\\n\\t \\r\\n \\r\\n\\t | \n", "N/A | \n", "No description available | \n", "[+251116180578, 0911241526, 0911241526, 0115529150, 0115539135] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=763680&bid=1684740&cid=771420 | \n", "Healthcare | \n", "Spa/Massage | \n", "0 | \n", "0 | \n", "
\n", " | business_title | \n", "business_image | \n", "business_location | \n", "business_url | \n", "business_description | \n", "business_numbers | \n", "ezega_url | \n", "category | \n", "sub_category | \n", "fully_capitalized_words_count | \n", "total_words_count | \n", "
---|
\n", " | business_title | \n", "business_image | \n", "business_location | \n", "business_url | \n", "business_description | \n", "business_numbers | \n", "ezega_url | \n", "category | \n", "sub_category | \n", "fully_capitalized_words_count | \n", "total_words_count | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|
1160 | \n", "Addis ababa water and sewerage authority invitation to bid is a company located in Addis Ababa, Eth | \n", "https://businessguide.ezega.com/images/thumb/pict0-12890.jpg?time9/26/2023 9:44:42 AM | \n", "Addis Ababa,Ethiopia | \n", "N/A | \n", "No description available | \n", "[251116620010, +251115575566, 25111663059866338156632754, 0115159213, 0114655687, 0116630597] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=764540&bid=3049990&cid=784750&page=3 | \n", "Auto | \n", "Spare Parts | \n", "0 | \n", "17 | \n", "
1948 | \n", "HOLIDAY IN ETHIOPIA | VACATION IN ETHIOPIA | OVERLAND ETHIOPIA TOUR | ETHIOPIA TOUR PACKAGES AND E | \n", "https://businessguide.ezega.com/images/thumb/pict0-2738.jpg?time9/26/2023 9:46:44 AM | \n", "Ethiopia | \n", "http://www.overlandethiopiatours.com | \n", "\n", " | [+251911444601, +251913689229+251911678366, +251913689229+251911678366, +251116522507, +25111551349455045535528822, +251118602442] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=766045&bid=867310&cid=791200&page=4 | \n", "Auto | \n", "Other Tour/Travel | \n", "14 | \n", "17 | \n", "
5810 | \n", "Southern Nations, Nationalities & People’s Regional State - Institute For The Study of Nationalities | \n", "https://businessguide.ezega.com/images/thumb/pict0-303.jpg?time9/26/2023 9:56:39 AM | \n", "Awassa | \n", "http://www.snnprs.gov.et | \n", "No description available | \n", "[046220588704622040620462214779046220, 0462210074, 1546, 0462206364, 0462260370, 0462209870, 04622070690462205863, 04622039610462200282] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=766690&bid=343785&cid=777870&page=3 | \n", "Education | \n", "Suppliers | \n", "0 | \n", "14 | \n", "
6336 | \n", "Addistech security camera/CCTV/, Home Alarm, Time attendance machine & Fire Alarm system provider c | \n", "https://businessguide.ezega.com/images/thumb/pict0-5256.jpg?time9/26/2023 9:57:46 AM | \n", "Bole Africa Ave, DH Geda Tower #206 | \n", "www.addistechsolution.com | \n", "No description available | \n", "[0912604414, 0911502614, 18368, +2519132560640911306530, 862150320898, 251111570898, +251115549172, +25111156200715724831572485] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=765400&bid=1408680&cid=774000&page=0 | \n", "Education | \n", "Suppliers | \n", "0 | \n", "14 | \n", "
6344 | \n", "Addistech security camera/CCTV/, Home Alarm, Time attendance machine & Fire Alarm system provider c | \n", "https://businessguide.ezega.com/images/thumb/pict0-5256.jpg?time9/26/2023 9:57:47 AM | \n", "Bole Africa Ave, DH Geda Tower #206 | \n", "www.addistechsolution.com | \n", "No description available | \n", "[0912604414, 0911502614, 18368, +2519132560640911306530, 862150320898, 251111570898, +251115549172, +25111156200715724831572485] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=765400&bid=1408680&cid=774000 | \n", "Education | \n", "Suppliers | \n", "0 | \n", "14 | \n", "
\n", " | business_title | \n", "business_image | \n", "business_location | \n", "business_url | \n", "business_description | \n", "business_numbers | \n", "ezega_url | \n", "category | \n", "sub_category | \n", "fully_capitalized_words_count | \n", "total_words_count | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|
1160 | \n", "Addis ababa water and sewerage authority invitation to bid is a company located in Addis Ababa, Eth | \n", "https://businessguide.ezega.com/images/thumb/pict0-12890.jpg?time9/26/2023 9:44:42 AM | \n", "Addis Ababa,Ethiopia | \n", "N/A | \n", "No description available | \n", "[251116620010, +251115575566, 25111663059866338156632754, 0115159213, 0114655687, 0116630597] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=764540&bid=3049990&cid=784750&page=3 | \n", "Auto | \n", "Spare Parts | \n", "0 | \n", "17 | \n", "
1948 | \n", "HOLIDAY IN ETHIOPIA | VACATION IN ETHIOPIA | OVERLAND ETHIOPIA TOUR | ETHIOPIA TOUR PACKAGES AND E | \n", "https://businessguide.ezega.com/images/thumb/pict0-2738.jpg?time9/26/2023 9:46:44 AM | \n", "Ethiopia | \n", "http://www.overlandethiopiatours.com | \n", "\n", " | [+251911444601, +251913689229+251911678366, +251913689229+251911678366, +251116522507, +25111551349455045535528822, +251118602442] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=766045&bid=867310&cid=791200&page=4 | \n", "Auto | \n", "Other Tour/Travel | \n", "14 | \n", "17 | \n", "
6750 | \n", "Caltex lubricants | Dubai | UAE | Saudi Arabia | Saudi | Bahrain | Kuwait /Oman Egypt | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "National Oil Ethiopia, PLC Bole Sub-City, on Cape Verde street Addis Ababa Ethiopia | \n", "https://me.caltexlubricants.com/ | \n", "No description available | \n", "[043373220, 0904647909, +251911515139, +251116620911, +25111646088586, +25111552845255110973] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=767765&bid=3260045&cid=777655&page=5 | \n", "Education | \n", "Suppliers | \n", "1 | \n", "17 | \n", "
7189 | \n", "Gethan Trading and Technology PLC - Food Stuffs Local Distributer and Agent Eden Spring Water | \n", "https://businessguide.ezega.com/images/thumb/pict0-13495.jpg?time9/26/2023 10:00:00 AM | \n", "Bole Sub city, around Jakros, EBM building Office No. 2AF2018 | \n", "N/A | \n", "No description available | \n", "[+251911642409+251930797079, +251921146614, +251118613504, +251115512186, +251911423244, +251221120373, +2511166245326188000] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=764325&bid=3180065&cid=778300 | \n", "Education | \n", "International Organizations | \n", "1 | \n", "15 | \n", "
\n", " | business_title | \n", "business_image | \n", "business_location | \n", "business_url | \n", "business_description | \n", "business_numbers | \n", "ezega_url | \n", "category | \n", "sub_category | \n", "fully_capitalized_words_count | \n", "total_words_count | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|
1160 | \n", "Addis ababa water and sewerage authority invitation to bid is a company located in Addis Ababa, Eth | \n", "https://businessguide.ezega.com/images/thumb/pict0-12890.jpg?time9/26/2023 9:44:42 AM | \n", "Addis Ababa,Ethiopia | \n", "N/A | \n", "No description available | \n", "[251116620010, +251115575566, 25111663059866338156632754, 0115159213, 0114655687, 0116630597] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=764540&bid=3049990&cid=784750&page=3 | \n", "Auto | \n", "Spare Parts | \n", "0 | \n", "17 | \n", "
1948 | \n", "HOLIDAY IN ETHIOPIA | VACATION IN ETHIOPIA | OVERLAND ETHIOPIA TOUR | ETHIOPIA TOUR PACKAGES AND E | \n", "https://businessguide.ezega.com/images/thumb/pict0-2738.jpg?time9/26/2023 9:46:44 AM | \n", "Ethiopia | \n", "http://www.overlandethiopiatours.com | \n", "\n", " | [+251911444601, +251913689229+251911678366, +251913689229+251911678366, +251116522507, +25111551349455045535528822, +251118602442] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=766045&bid=867310&cid=791200&page=4 | \n", "Auto | \n", "Other Tour/Travel | \n", "14 | \n", "17 | \n", "
6750 | \n", "Caltex lubricants | Dubai | UAE | Saudi Arabia | Saudi | Bahrain | Kuwait /Oman Egypt | \n", "https://businessguide.ezega.com/images/noimage.png | \n", "National Oil Ethiopia, PLC Bole Sub-City, on Cape Verde street Addis Ababa Ethiopia | \n", "https://me.caltexlubricants.com/ | \n", "No description available | \n", "[043373220, 0904647909, +251911515139, +251116620911, +25111646088586, +25111552845255110973] | \n", "https://businessguide.ezega.com/Default.aspx?action=BussinessDetail&pid=767765&bid=3260045&cid=777655&page=5 | \n", "Education | \n", "Suppliers | \n", "1 | \n", "17 | \n", "