From 7e326a98abf2d7933a001a5b9768d10a18aa5cb5 Mon Sep 17 00:00:00 2001 From: smayer Date: Tue, 14 May 2024 15:38:35 +0000 Subject: [PATCH] WIP: Analyze remaining barcodes --- .gitignore | 3 + .../Remaining_barcodes_and_metadata.ipynb | 854 ++++++++++++++++++ Notebooks/String_matching.ipynb | 519 ++--------- 3 files changed, 945 insertions(+), 431 deletions(-) create mode 100644 Notebooks/Remaining_barcodes_and_metadata.ipynb diff --git a/.gitignore b/.gitignore index 9fa0deb..de2a0bc 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,9 @@ .idea venv Skripte/img +Notebooks/img +Notebooks/models +Notebooks/data .ipynb_checkpoints bed.xpr *.aux diff --git a/Notebooks/Remaining_barcodes_and_metadata.ipynb b/Notebooks/Remaining_barcodes_and_metadata.ipynb new file mode 100644 index 0000000..093ab34 --- /dev/null +++ b/Notebooks/Remaining_barcodes_and_metadata.ipynb @@ -0,0 +1,854 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "be4bad89-ee87-4748-9049-f82e77a16417", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import re\n", + "import pathlib\n", + "import requests\n", + "from matplotlib.colors import NoNorm\n", + "import json\n", + "import torch\n", + "from torch import nn\n", + "import torch.optim as optim\n", + "from torch.optim import lr_scheduler\n", + "from torch.utils.data import random_split\n", + "from torch.utils.data.dataset import Dataset\n", + "from torch.utils.data import DataLoader\n", + "from torch.utils.data import SubsetRandomSampler as SRS\n", + "import torch.backends.cudnn as cudnn\n", + "import numpy as np\n", + "import torchvision\n", + "from torchvision import datasets, models, transforms\n", + "import matplotlib.pyplot as plt\n", + "from time import time\n", + "import os\n", + "from PIL import Image\n", + "from tempfile import TemporaryDirectory\n", + "from copy import copy\n", + "from tqdm.notebook import tqdm\n", + "import pandas as pd\n", + "from sklearn.model_selection import KFold\n", + "from dotenv import load_dotenv\n", + "import os\n", + "\n", + "dotenv_path = '../.env'\n", + "load_dotenv(dotenv_path)\n", + "\n", + "\n", + "# cudnn.benchmark = True\n", + "plt.ion() # interactive mode" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "d402ab40-96d9-469d-a38c-4a29def87fc5", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "both_full = pd.read_csv('../../old_project_structure/data/predictions/combined_predictions.csv', index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "2f4d9744-65df-4309-9723-39503b4e555e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "both_full['barcode'] = both_full['filename'].apply(lambda x: x.split('_')[0])" + ] + }, + { + "cell_type": "markdown", + "id": "97cf58a3-40b1-4a21-8109-e5e2161a295d", + "metadata": {}, + "source": [ + "# Download remaining (non-ABO) barcodes" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "42903f4f-dd13-4b69-bce7-7fdd0218ef97", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "bc_txt = pd.read_csv('../Daten/ABO/Barcodes.txt', header=None)\n", + "\n", + "def return_valid_bc(entry):\n", + " p = re.compile('(Z[0-9X]+)')\n", + " match = p.search(entry)\n", + " if match:\n", + " return match[0]\n", + " else:\n", + " return pd.NA\n", + "\n", + "bc_txt['barcode'] = bc_txt[0].apply(lambda x: return_valid_bc(x))\n", + "bc_dropna = bc_txt.dropna(subset='barcode')\n", + "new_bcs = bc_dropna[~bc_dropna['barcode'].isin(both_full['barcode'])]['barcode']" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "eae91027-c926-4b17-93fa-0d062d705dbd", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "7e8579e7136848b1a241dfdc7b934347", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/11445 [00:00\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
filenamepredictionprobabilityBarcode
0+Z103512603_00000001.jpgA[0.8170141577720642, 0.05754277482628822, 0.01...Z103512603
5+Z103521501_00000001.jpgA[0.8170141577720642, 0.05754277482628822, 0.01...Z103521501
10+Z103534404_00000001.jpgA[0.8170141577720642, 0.05754277482628822, 0.01...Z103534404
15+Z103544604_00000001.jpgA[0.8170141577720642, 0.05754277482628822, 0.01...Z103544604
20+Z10355340X_00000001.jpgA[0.8170141577720642, 0.05754277482628822, 0.01...Z10355340X
...............
47489Z253413106_00000001.jpgB[0.013942651450634003, 0.9355321526527405, 0.0...Z253413106
47494Z253413702_00000001.jpgB[0.002212579594925046, 0.9953452944755554, 0.0...Z253413702
48211Z254462009_00000003.jpgC[0.051168110221624374, 0.044511836022138596, 0...Z254462009
48634Z254489805_00000001.jpgB[0.0005187786882743239, 0.9980100989341736, 0....Z254489805
48639Z254491101_00000001.jpgB[0.0058380961418151855, 0.9889333248138428, 0....Z254491101
\n", + "

616 rows × 4 columns

\n", + "" + ], + "text/plain": [ + " filename prediction \n", + "0 +Z103512603_00000001.jpg A \\\n", + "5 +Z103521501_00000001.jpg A \n", + "10 +Z103534404_00000001.jpg A \n", + "15 +Z103544604_00000001.jpg A \n", + "20 +Z10355340X_00000001.jpg A \n", + "... ... ... \n", + "47489 Z253413106_00000001.jpg B \n", + "47494 Z253413702_00000001.jpg B \n", + "48211 Z254462009_00000003.jpg C \n", + "48634 Z254489805_00000001.jpg B \n", + "48639 Z254491101_00000001.jpg B \n", + "\n", + " probability Barcode \n", + "0 [0.8170141577720642, 0.05754277482628822, 0.01... Z103512603 \n", + "5 [0.8170141577720642, 0.05754277482628822, 0.01... Z103521501 \n", + "10 [0.8170141577720642, 0.05754277482628822, 0.01... Z103534404 \n", + "15 [0.8170141577720642, 0.05754277482628822, 0.01... Z103544604 \n", + "20 [0.8170141577720642, 0.05754277482628822, 0.01... Z10355340X \n", + "... ... ... \n", + "47489 [0.013942651450634003, 0.9355321526527405, 0.0... Z253413106 \n", + "47494 [0.002212579594925046, 0.9953452944755554, 0.0... Z253413702 \n", + "48211 [0.051168110221624374, 0.044511836022138596, 0... Z254462009 \n", + "48634 [0.0005187786882743239, 0.9980100989341736, 0.... Z254489805 \n", + "48639 [0.0058380961418151855, 0.9889333248138428, 0.... Z254491101 \n", + "\n", + "[616 rows x 4 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pred_df[pred_df['prediction'] != 'N'].drop_duplicates('Barcode')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "b7df98f5-9523-4916-99a0-b52b60471d50", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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filenamepredictionprobabilityBarcode
2879Z119434201_00000004.jpgC[0.20639780163764954, 0.11862510442733765, 0.3...Z119434201
2882Z119434304_00000002.jpgC[0.22429627180099487, 0.1266985386610031, 0.33...Z119434304
13185Z162648001_00000001.jpgC[0.023379022255539894, 0.0425729863345623, 0.5...Z162648001
17484Z165754602_00000001.jpgC[0.013110252097249031, 0.009693505242466927, 0...Z165754602
28815Z181092507_00000005.jpgC[0.016863539814949036, 0.029377290979027748, 0...Z181092507
45798Z251560604_00000002.jpgC[0.1696958988904953, 0.09457172453403473, 0.41...Z251560604
45800Z251560604_00000004.jpgC[0.19026845693588257, 0.1269693672657013, 0.35...Z251560604
47059Z252867808_00000001.jpgC[0.0011703288182616234, 0.0008393480675294995,...Z252867808
48211Z254462009_00000003.jpgC[0.051168110221624374, 0.044511836022138596, 0...Z254462009
\n", + "
" + ], + "text/plain": [ + " filename prediction \n", + "2879 Z119434201_00000004.jpg C \\\n", + "2882 Z119434304_00000002.jpg C \n", + "13185 Z162648001_00000001.jpg C \n", + "17484 Z165754602_00000001.jpg C \n", + "28815 Z181092507_00000005.jpg C \n", + "45798 Z251560604_00000002.jpg C \n", + "45800 Z251560604_00000004.jpg C \n", + "47059 Z252867808_00000001.jpg C \n", + "48211 Z254462009_00000003.jpg C \n", + "\n", + " probability Barcode \n", + "2879 [0.20639780163764954, 0.11862510442733765, 0.3... Z119434201 \n", + "2882 [0.22429627180099487, 0.1266985386610031, 0.33... Z119434304 \n", + "13185 [0.023379022255539894, 0.0425729863345623, 0.5... Z162648001 \n", + "17484 [0.013110252097249031, 0.009693505242466927, 0... Z165754602 \n", + "28815 [0.016863539814949036, 0.029377290979027748, 0... Z181092507 \n", + "45798 [0.1696958988904953, 0.09457172453403473, 0.41... Z251560604 \n", + "45800 [0.19026845693588257, 0.1269693672657013, 0.35... 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Z254462009 " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pred_df[pred_df['prediction'] == 'C']" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "4e036c75-b549-43e5-bcf9-aa93746e2761", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/jpeg": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.display import Image, display\n", + "\n", + "listOfImageNames = ['img/remaining_bcs/no_category/Z181092507_00000001.jpg']\n", + "\n", + "for imageName in listOfImageNames:\n", + " display(Image(filename=imageName))" + ] + }, + { + "cell_type": "markdown", + "id": "c7815068-4f18-4c43-acd8-b12848dc228f", + "metadata": {}, + "source": [ + "# Apply color classifier to new barcodes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ee99332a-d1b7-4e0a-a7c2-706f329c2b3f", + "metadata": {}, + "outputs": [], + "source": [ + "# model = models.resnext50_32x4d(weights='DEFAULT')\n", + "# num_ftrs = model.fc.in_features\n", + "# class_names = ['blue', 'red', 'yellow']\n", + "# model.fc = nn.Linear(num_ftrs, len(class_names))\n", + "# model = model.to(device)\n", + "# model.load_state_dict(torch.load('models/resnext-fold-2.pth'))\n", + "# model.eval()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Notebooks/String_matching.ipynb b/Notebooks/String_matching.ipynb index 9bf89e0..35a997e 100644 --- a/Notebooks/String_matching.ipynb +++ b/Notebooks/String_matching.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "7a3837ac-cced-4e01-bf57-265e40729692", "metadata": { "tags": [] @@ -23,7 +23,7 @@ }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 3, "id": "29ca0dc8-cae7-4f12-bd60-fd74ea6ae5ac", "metadata": { "tags": [] @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 4, "id": "c1e1c42a-962f-40bc-bb17-b62e8089feb7", "metadata": { "tags": [] @@ -47,7 +47,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 5, "id": "50d15898-4687-46b7-b7e0-528d7cf9aec0", "metadata": { "tags": [] @@ -69,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 6, "id": "990dfeee-1141-4acb-8a3d-a7af0573f5be", "metadata": { "tags": [] @@ -84,7 +84,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 7, "id": "bcd301fe-cb80-4b1c-b65f-465fce5ed915", "metadata": { "tags": [] @@ -104,7 +104,7 @@ " 0.0307618118822574]], dtype=object)" ] }, - "execution_count": 15, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -115,7 +115,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 32, "id": "c0f4a42a-7e21-41e8-833c-2dd2f9d1985e", "metadata": { "tags": [] @@ -125,7 +125,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "24\n" + "5\n" ] }, { @@ -162,430 +162,107 @@ " \n", " \n", " \n", - " 1420\n", + " 104\n", " 14.376\n", - " 249\n", - " Historia Naturalis\n", - " Tractatus Vniversales Historiæ Naturalis cum Miscellaneis\n", - " Octavo und kleiner\n", - " 211\n", - " 14.376_249_08\n", - " Recueil de curiosités de la nature & de l'art compose de quantité de beaux secrets dont quelquesuns ont etc. tirés du cabinet du Marquis de l'Hôpital, eprouves par Louis Lemery. Leyde. 1685. P. van der Aa.\n", - " Recueil de curiosites de la nature & de l'art compose de quantite de beaux secrets dont quelquesuns ont etc tires du cabinet du Marquis de l'Hopital eprouves par Louis Lemery Leyde 1685 P van der Aa\n", - " \n", - " \n", - " 1436\n", - " 14.376\n", - " 253\n", - " Historia Naturalis\n", - " Metallorum, Fossilium, Gemmarum, Lapidum, Aquarum, Conchiliorum, &c. Historia\n", + " 39\n", + " Theologia\n", + " Critici Sacri\n", " Folio\n", - " 215\n", - " 14.376_253_02\n", - " 370 xRumphij (Georg. Everhardi) Thesaurus Imagium¬ Testaceorum, Cochlearum, & Conchiliorum, denique Mineralium, Lugd. Batavor. 1711. P. van der Aa. n. 275.\n", - " xRumphij Georg Everhardi Thesaurus Imagium Testaceorum Cochlearum & Conchiliorum denique Mineralium Lugd Batavor 1711 P van der Aa n 275\n", + " 15\n", + " 14.376_039_05\n", + " 51 Lamy (Bernardi) de Tabernaculo foederis, de Sanctâ Civitate Ierusalem, ac de Templo ejus Libri VII. cum fig. chartâ M. Parisiis. 1720. Ioan. Mariette n. 44.\n", + " Lamy Bernardi de Tabernaculo foederis de Sancta Civitate Ierusalem ac de Templo ejus Libri VII cum fig charta M Parisiis 1720 Ioan Mariette n 44\n", " \n", " \n", - " 1578\n", + " 280\n", " 14.376\n", - " 276\n", - " Historia Naturalis\n", - " Plantarum, Arborum, Fruticum & Florum\n", + " 76\n", + " Theologia\n", + " Sanctissimi Patres Latini\n", " Folio\n", - " 236\n", - " 14.376_276_03\n", - " 409 Muntingij (Abrah.) Plantarum Historia hollandicé scripta cum Iconibus. 2 Vol. chartâ M. Lugd. Batav. 1696. Petrus van der Aa. n. 249.\n", - " Muntingij Abrah Plantarum Historia hollandice scripta cum Iconibus 2 Vol charta M Lugd Batav 1696 Petrus van der Aa n 249\n", + " 52\n", + " 14.376_076_05\n", + " 113.......... Ejusdem de Civitate Dei opus. chartâ M. Rom. 1470. Sweynheym & Pannart. n. 2100. XI. P. 10*\n", + " Ejusdem de Civitate Dei opus charta M Rom 1470 Sweynheym & Pannart n 2100 XI P 10*\n", " \n", " \n", - " 1743\n", + " 281\n", " 14.376\n", - " 294\n", - " Historia Naturalis\n", - " Plantarum, Arborum, Fruticum & Florum\n", - " Quarto\n", - " 254\n", - " 14.376_294_08\n", - " Hermanni (Pauli) Paradisus Batavus, cum Iconibus. Lugduni Batavorum. 1705. Petrus van der Aa. n. 891.\n", - " Hermanni Pauli Paradisus Batavus cum Iconibus Lugduni Batavorum 1705 Petrus van der Aa n 891\n", - " \n", - " \n", - " 1967\n", - " 14.376\n", - " 331\n", - " Medicina\n", - " Medicina, Chirurgia, Anatomia, Pharmacia & Chimia\n", - " Octavo und kleiner\n", - " 289\n", - " 14.376_331_04\n", - " xNuck (ant.) de ductu Salivali novo, Salivâ, ductibus Oculorum aquosis, & humori oculorum aqueo tractatus. Lugd. Batavor. 1685. P. van der Aa. n. 681.\n", - " xNuck ant de ductu Salivali novo Saliva ductibus Oculorum aquosis & humori oculorum aqueo tractatus Lugd Batavor 1685 P van der Aa n 681\n", - " \n", - " \n", - " 2920\n", - " 14.377\n", - " 37\n", - " Poëtica\n", - " Poëtæ Latini Antiqui\n", - " Quarto\n", - " 445\n", - " 14.377_037_09\n", - " ...........Ejusdem opera cum Dion. Lambini, oberti Gifanij, Tanaq. Fabri, Thom. Creech, I. B. Pij, & aliorum notis; curâ Sigeb. Havercampi qui suas & Abrah. Preigeri notas adjecit edita. 2 Vol. Lugd. Batavor. 1725. Ianss. van der Aa. n. 1112.\n", - " Ejusdem opera cum Dion Lambini oberti Gifanij Tanaq Fabri Thom Creech I B Pij & aliorum notis cura Sigeb Havercampi qui suas & Abrah Preigeri notas adjecit edita 2 Vol Lugd Batavor 1725 Ianss van der Aa n 1112\n", - " \n", - " \n", - " 4339\n", - " 14.377\n", - " 184\n", - " Philologia\n", - " Operum Latinorum varij Argumenti Collectiones\n", + " 76\n", + " Theologia\n", + " Sanctissimi Patres Latini\n", " Folio\n", - " 580\n", - " 14.377_184_08\n", - " 1013 Erasmi (Desiderij) opera omnia emendatiora & auctiora cum doctissimorum virorum notis. 10 Vol. in XI. Tom. chartâ M. Lugd. Bat. 1703. P. van der Aa.¬ n. 657.\n", - " Erasmi Desiderij opera omnia emendatiora & auctiora cum doctissimorum virorum notis 10 Vol in XI Tom charta M Lugd Bat 1703 P van der Aa n 657\n", - " \n", - " \n", - " 4918\n", - " 14.377\n", - " 281\n", - " Geographia\n", - " Geographi veteres & novi\n", - " Quarto\n", - " 675\n", - " 14.377_281_04\n", - " La Geographie moderne, naturelle, historique & politique dans une methode nouvelle & aisée, avec les Cartes generales & particulieres par Abraham du Bois,¬ 4 Vol. Leyde. 1729. P. van der Aa. en To. 3. n. 1336.\n", - " La Geographie moderne naturelle historique & politique dans une methode nouvelle & aisee avec les Cartes generales & particulieres par Abraham du Bois 4 Vol Leyde 1729 P van der Aa en To 3 n 1336\n", + " 52\n", + " 14.376_076_06\n", + " 114......... Ejusdem de Civitate Dei opus. in membranis. Venet. 1475. Nic. Ienson. 2225 XI. P. 22.\n", + " Ejusdem de Civitate Dei opus in membranis Venet 1475 Nic Ienson 2225 XI P 22\n", " \n", " \n", - " 4980\n", + " 4793\n", " 14.377\n", - " 291\n", - " Geographia\n", - " Descriptiones & Tabulæ Geographicæ, Chorographicæ, ac Topographicæ\n", - " Folio\n", - " 685\n", - " 14.377_291_02\n", - " 1141 Carte nouvelle & la plus exacte de l'Empire & de toute l'Allemagne dressée sur les Lieux & rectifice sur les nouvelles observations de L'Academie des SCiences, & des plus habiles Geographes. grand Pap. Leyde. van der Aa. n. CCXLVII.\n", - " Carte nouvelle & la plus exacte de l'Empire & de toute l'Allemagne dressee sur les Lieux & rectifice sur les nouvelles observations de L'Academie des SCiences & des plus habiles Geographes grand Pap Leyde van der Aa n CCXLVII\n", - " \n", - " \n", - " 4987\n", - " 14.377\n", - " 292\n", - " Geographia\n", - " Descriptiones & Tabulæ Geographicæ, Chorographicæ, ac Topographicæ\n", - " Folio\n", - " 686\n", - " 14.377_292_00\n", - " 1147 La Gallerie agreable du monde contenant des Tables¬ Geographiques, Chorographiques, & Topographiques, avec d'autres figures de Choses curieuses des IV. Parties¬ du Monde, & une courte explication. 66 Vol. en 25 Tomes. Leyde. Sans l'année. P. van der Aa. n. 737.\n", - " La Gallerie agreable du monde contenant des Tables Geographiques Chorographiques & Topographiques avec d'autres figures de Choses curieuses des IV Parties du Monde & une courte explication 66 Vol en 25 Tomes Leyde Sans l'annee P van der Aa n 737\n", - " \n", - " \n", - " 5013\n", - " 14.377\n", - " 297\n", - " Geographia\n", - " Descriptiones & Tabulæ Geographicæ, Chorographicæ, ac Topographicæ\n", - " Octavo und kleiner\n", - " 691\n", - " 14.377_297_02\n", - " Les Delices, ou description Topograph. de L'Italie avec fig. par le S.r Rogissart. 12.° 3 Vol. Leyde. 1706. P. van der Aa. n. 1767.\n", - " Les Delices ou description Topograph de L'Italie avec fig par le Sr Rogissart 12° 3 Vol Leyde 1706 P van der Aa n 1767\n", - " \n", - " \n", - " 5014\n", - " 14.377\n", - " 298\n", - " Geographia\n", - " Descriptiones & Tabulæ Geographicæ, Chorographicæ, ac Topographicæ\n", - " Octavo und kleiner\n", - " 692\n", - " 14.377_298_00\n", - " Delices, ou description topographique de l'Espagne, & du Portugal avec fig. par Juan Alvarez de Colmenar. 12.° 5 Vol. Leyde. 1707. P. van der Aa. n. 1768.\n", - " Delices ou description topographique de l'Espagne & du Portugal avec fig par Juan Alvarez de Colmenar 12° 5 Vol Leyde 1707 P van der Aa n 1768\n", - " \n", - " \n", - " 5015\n", - " 14.377\n", - " 298\n", - " Geographia\n", - " Descriptiones & Tabulæ Geographicæ, Chorographicæ, ac Topographicæ\n", + " 256\n", + " Philologia\n", + " Satyræ, Apologiæ, ac dissertationes variæ\n", " Octavo und kleiner\n", - " 692\n", - " 14.377_298_01\n", - " Delices, ou description topographique de l'Angleterre, de l'Ecoste & de l'Irlande. avec fig. par Iames Beeverell. 9 Vol. Leyde. 1707. P. van der Aa. en. 6. n. 1769.\n", - " Delices ou description topographique de l'Angleterre de l'Ecoste & de l'Irlande avec fig par Iames Beeverell 9 Vol Leyde 1707 P van der Aa en 6 n 1769\n", - " \n", - " \n", - " 5030\n", - " 14.377\n", - " 301\n", - " Geographia\n", - " Peregrinationes, Navigationes, & Itinera\n", - " Folio\n", - " 695\n", - " 14.377_301_00\n", - " 1164 Voyages d'Adam Olearius en Moscovie, en Tartarie, & en Perse traduits de l'original & augmentés par le S.r de Wicquefort, avec grand nombre de fig. gr. Pap. Leyde. 1719. Pierre van der Aa. n. 740.\n", - " Voyages d'Adam Olearius en Moscovie en Tartarie & en Perse traduits de l'original & augmentes par le Sr de Wicquefort avec grand nombre de fig gr Pap Leyde 1719 Pierre van der Aa n 740\n", + " 652\n", + " 14.377_256_05\n", + " Arntzenij Dissertationes binæ quarum prior de Colore ac tincturâ Comarum, postetior vero de Civitate Rom: Pauli Apostoli. 12.° Trajecti ad Rhen. 1725. Kroon. n. 1693\n", + " Arntzenij Dissertationes binae quarum prior de Colore ac tinctura Comarum postetior vero de Civitate Rom Pauli Apostoli 12° Trajecti ad Rhen 1725 Kroon n 1693\n", " \n", " \n", - " 5031\n", - " 14.377\n", - " 301\n", - " Geographia\n", - " Peregrinationes, Navigationes, & Itinera\n", - " Folio\n", - " 695\n", - " 14.377_301_01\n", - " 1165. Voyages de Jean Albert de Mandelslo aux Indes Orient. traduits de l'Original & augmentés par le S.r de Wicquefort, avec grand nombre de figures. gr. Pap. Leyde. 1719. Pierre van der Aa. n. 741.\n", - " Voyages de Jean Albert de Mandelslo aux Indes Orient traduits de l'Original & augmentes par le Sr de Wicquefort avec grand nombre de figures gr Pap Leyde 1719 Pierre van der Aa n 741\n", - " \n", - " \n", - " 5200\n", - " 14.377\n", - " 330\n", - " Chronologia\n", - " Chronographi, Seu Chronica, & Historiæ Universales\n", - " Folio\n", - " 722\n", - " 14.377_330_03\n", - " 1213 Le Grand Theatre historique, ou nouv. Histoire univers. tant Sacrée que profane depuis la Creation du Monde jusqu'au commencement du 18.e Siecle, recueillie des plus Excellens autheurs anciens & Modernes, avec grand nombre de figures. 5 Vol. Leyde. 1703. van der Aa. n. 998.\n", - " Le Grand Theatre historique ou nouv Histoire univers tant Sacree que profane depuis la Creation du Monde jusqu'au commencement du 18e Siecle recueillie des plus Excellens autheurs anciens & Modernes avec grand nombre de figures 5 Vol Leyde 1703 van der Aa n 998\n", - " \n", - " \n", - " 5840\n", - " 14.377\n", - " 446\n", - " Historia Antiqua\n", - " Historia Romana Sæculorum aliquot, præsertim Imperatorum temporibus\n", - " Quarto\n", - " 834\n", - " 14.377_446_07\n", - " Ammiani Marcellini Historiæ Rom. a Constantino Magno ad Imperatorem Gratianum cum emendationibus ac observat. Frider. Lindenbrogij, & Henr. Adrianiq. Valesiorum; accedunt excerpta vetera de Constantini & Regum Italiæ gestis, omnia recognita cum notis a Iac. Gronovio.¬ Lugd. Batav. 1693. P. van der Aa. n. 2006.\n", - " Ammiani Marcellini Historiae Rom a Constantino Magno ad Imperatorem Gratianum cum emendationibus ac observat Frider Lindenbrogij & Henr Adrianiq Valesiorum accedunt excerpta vetera de Constantini & Regum Italiae gestis omnia recognita cum notis a Iac Gronovio Lugd Batav 1693 P van der Aa n 2006\n", - " \n", - " \n", - " 5956\n", + " 6885\n", " 14.378\n", - " 17\n", + " 170\n", " Historia Nova Europæ\n", - " Italiæ Universæ Historia & Notitia\n", - " Folio\n", - " 857\n", - " 14.378_017_03\n", - " 1505 Thesaurus Historiarum & Antiquitatum Italicarum a I. Georg. Grævio inchoatus & a Petro Burmanno continuatus ac editus, quo continentur optimi quique Scriptores qui Regionum ac Civitatum Italiæ res¬ antiquas aliasque vario tempore gestas prodiderunt cum figuris. 45 Vol. chartâ magnâ. Lugd. Batav. 1704. & annis Seqq. Petr. van der Aa\n", - " Thesaurus Historiarum & Antiquitatum Italicarum a I Georg Graevio inchoatus & a Petro Burmanno continuatus ac editus quo continentur optimi quique Scriptores qui Regionum ac Civitatum Italiae res antiquas aliasque vario tempore gestas prodiderunt cum figuris 45 Vol charta magna Lugd Batav 1704 & annis Seqq Petr van der Aa\n", - " \n", - " \n", - " 6058\n", - " 14.378\n", - " 37\n", - " Historia Nova Europæ\n", - " Historia Neapolitana generalis & Singularis Historia Sicula generalis & Singularis\n", - " Folio\n", - " 877\n", - " 14.378_037_00\n", - " 1544 Sicilia Numismatica Philip. Parutæ ac Leonardi Augustini nunc primum additis Huberti Goltzi aliorumque Siciliæ descriptione & in singula Numismata explicationibus, cum Sigeb. Havercampi commentario, & Georg. Gualtheri Siciliæ ac Insular. adjacentium Tabulis antiquis & animadversionibus. 3 Vol. chartâ M. Lugd. Bat. 1724. P. van der Aa. n. 1504.\n", - " Sicilia Numismatica Philip Parutae ac Leonardi Augustini nunc primum additis Huberti Goltzi aliorumque Siciliae descriptione & in singula Numismata explicationibus cum Sigeb Havercampi commentario & Georg Gualtheri Siciliae ac Insular adjacentium Tabulis antiquis & animadversionibus 3 Vol charta M Lugd Bat 1724 P van der Aa n 1504\n", - " \n", - " \n", - " 7816\n", - " 14.378\n", - " 349\n", - " Paralipomena Historica\n", - " Antiquitatum collectiones cum Museis\n", - " Folio\n", - " 1181\n", - " 14.378_349_00\n", - " 2292 Græcarum Antiquitatum Thesaurus a Iac. Gronovio collectus & explicatus cum figuris. XIV. Vol. chartâ magnâ. Lugd. Batavor. 1697. & Seqq. Annis van der Aa. n 856.\n", - " Graecarum Antiquitatum Thesaurus a Iac Gronovio collectus & explicatus cum figuris XIV Vol charta magna Lugd Batavor 1697 & Seqq Annis van der Aa n 856\n", - " \n", - " \n", - " 7817\n", - " 14.378\n", - " 349\n", - " Paralipomena Historica\n", - " Antiquitatum collectiones cum Museis\n", - " Folio\n", - " 1181\n", - " 14.378_349_01\n", - " 2293 Romanarum Antiquitatum Thesaurus a I. Georgio Grævio congestus & explicatus cum figur. XII. Vol. chartâ magnâ Lugd. Batavor. 1694. & Seqq. Annis van der Aa. n. 858.\n", - " Romanarum Antiquitatum Thesaurus a I Georgio Graevio congestus & explicatus cum figur XII Vol charta magna Lugd Batavor 1694 & Seqq Annis van der Aa n 858\n", - " \n", - " \n", - " 7820\n", - " 14.378\n", - " 349\n", - " Paralipomena Historica\n", - " Antiquitatum collectiones cum Museis\n", - " Folio\n", - " 1181\n", - " 14.378_349_04\n", - " 2296 Italicarum Antiquitatum Thesaurus a I. Georgio Grævio coeptus, nunc a Petro Burmanno continuatus ac editus cum figuris. 45 Vol. chartâ magnâ. Lugd. Batavor. 1704. & Seqq. Annis. van der Aa. n. 860.\n", - " Italicarum Antiquitatum Thesaurus a I Georgio Graevio coeptus nunc a Petro Burmanno continuatus ac editus cum figuris 45 Vol charta magna Lugd Batavor 1704 & Seqq Annis van der Aa n 860\n", - " \n", - " \n", - " 7986\n", - " 14.378\n", - " 376\n", - " Paralipomena Historica\n", - " Antiquitatis Monumenta, seu Ædificia, Amphitheatri, Obelisci, Statuæ, Gemmæ, Lucernæ, Vasa, &c\n", - " Quarto\n", - " 1208\n", - " 14.378_376_02\n", - " 57. Gorlæi (Abrah.) Dactyliotheca, sive de Sigillariis tam Græcorum quam Romanorum Annulis Promptuarij cum Iac. Gronovij explicat. 2 Vol. Lugd. Bat. 1695. van der Aa n. 2078.\n", - " Gorlaei Abrah Dactyliotheca sive de Sigillariis tam Graecorum quam Romanorum Annulis Promptuarij cum Iac Gronovij explicat 2 Vol Lugd Bat 1695 van der Aa n 2078\n", - " \n", - " \n", - " 8079\n", - " 14.378\n", - " 391\n", - " Paralipomena Historica\n", - " Historia de Numismatibus & Re Monetariâ\n", + " Historia & descriptio Regionum Germaniæ\n", " Quarto\n", - " 1223\n", - " 14.378_391_03\n", - " 94 Landi (Constantij) Selectiorum Numismatum & præcipuè Romanorum expositiones. Lugd. Batav. 1695. Balduinus van der Aa. n. 2100.\n", - " Landi Constantij Selectiorum Numismatum & praecipue Romanorum expositiones Lugd Batav 1695 Balduinus van der Aa n 2100\n", + " 1008\n", + " 14.378_170_05\n", + " Nullitas Iniquitasque reünionis Alsatiæ; seu revisio Actorum demonstrantium Gallos supremum Imperium territoriale non magis in X Civitates Imperiales¬ unitas, quam in reliquos per utramque Alsatiam, Romano Imperio immediaté Subjectos ordines hactenùs tenuisse. 1707. absque loco Editionis. n. 720.*.\n", + " Nullitas Iniquitasque reünionis Alsatiae seu revisio Actorum demonstrantium Gallos supremum Imperium territoriale non magis in X Civitates Imperiales unitas quam in reliquos per utramque Alsatiam Romano Imperio immediate Subjectos ordines hactenus tenuisse 1707 absque loco Editionis n 720*\n", " \n", " \n", "\n", "" ], "text/plain": [ - " volume page number category \n", - "1420 14.376 249 Historia Naturalis \\\n", - "1436 14.376 253 Historia Naturalis \n", - "1578 14.376 276 Historia Naturalis \n", - "1743 14.376 294 Historia Naturalis \n", - "1967 14.376 331 Medicina \n", - "2920 14.377 37 Poëtica \n", - "4339 14.377 184 Philologia \n", - "4918 14.377 281 Geographia \n", - "4980 14.377 291 Geographia \n", - "4987 14.377 292 Geographia \n", - "5013 14.377 297 Geographia \n", - "5014 14.377 298 Geographia \n", - "5015 14.377 298 Geographia \n", - "5030 14.377 301 Geographia \n", - "5031 14.377 301 Geographia \n", - "5200 14.377 330 Chronologia \n", - "5840 14.377 446 Historia Antiqua \n", - "5956 14.378 17 Historia Nova Europæ \n", - "6058 14.378 37 Historia Nova Europæ \n", - "7816 14.378 349 Paralipomena Historica \n", - "7817 14.378 349 Paralipomena Historica \n", - "7820 14.378 349 Paralipomena Historica \n", - "7986 14.378 376 Paralipomena Historica \n", - "8079 14.378 391 Paralipomena Historica \n", + " volume page number category \n", + "104 14.376 39 Theologia \\\n", + "280 14.376 76 Theologia \n", + "281 14.376 76 Theologia \n", + "4793 14.377 256 Philologia \n", + "6885 14.378 170 Historia Nova Europæ \n", "\n", - " subcategory \n", - "1420 Tractatus Vniversales Historiæ Naturalis cum Miscellaneis \\\n", - "1436 Metallorum, Fossilium, Gemmarum, Lapidum, Aquarum, Conchiliorum, &c. Historia \n", - "1578 Plantarum, Arborum, Fruticum & Florum \n", - "1743 Plantarum, Arborum, Fruticum & Florum \n", - "1967 Medicina, Chirurgia, Anatomia, Pharmacia & Chimia \n", - "2920 Poëtæ Latini Antiqui \n", - "4339 Operum Latinorum varij Argumenti Collectiones \n", - "4918 Geographi veteres & novi \n", - "4980 Descriptiones & Tabulæ Geographicæ, Chorographicæ, ac Topographicæ \n", - "4987 Descriptiones & Tabulæ Geographicæ, Chorographicæ, ac Topographicæ \n", - "5013 Descriptiones & Tabulæ Geographicæ, Chorographicæ, ac Topographicæ \n", - "5014 Descriptiones & Tabulæ Geographicæ, Chorographicæ, ac Topographicæ \n", - "5015 Descriptiones & Tabulæ Geographicæ, Chorographicæ, ac Topographicæ \n", - "5030 Peregrinationes, Navigationes, & Itinera \n", - "5031 Peregrinationes, Navigationes, & Itinera \n", - "5200 Chronographi, Seu Chronica, & Historiæ Universales \n", - "5840 Historia Romana Sæculorum aliquot, præsertim Imperatorum temporibus \n", - "5956 Italiæ Universæ Historia & Notitia \n", - "6058 Historia Neapolitana generalis & Singularis Historia Sicula generalis & Singularis \n", - "7816 Antiquitatum collectiones cum Museis \n", - "7817 Antiquitatum collectiones cum Museis \n", - "7820 Antiquitatum collectiones cum Museis \n", - "7986 Antiquitatis Monumenta, seu Ædificia, Amphitheatri, Obelisci, Statuæ, Gemmæ, Lucernæ, Vasa, &c \n", - "8079 Historia de Numismatibus & Re Monetariâ \n", + " subcategory format \n", + "104 Critici Sacri Folio \\\n", + "280 Sanctissimi Patres Latini Folio \n", + "281 Sanctissimi Patres Latini Folio \n", + "4793 Satyræ, Apologiæ, ac dissertationes variæ Octavo und kleiner \n", + "6885 Historia & descriptio Regionum Germaniæ Quarto \n", "\n", - " format handwritten page number entry_ID \n", - "1420 Octavo und kleiner 211 14.376_249_08 \\\n", - "1436 Folio 215 14.376_253_02 \n", - "1578 Folio 236 14.376_276_03 \n", - "1743 Quarto 254 14.376_294_08 \n", - "1967 Octavo und kleiner 289 14.376_331_04 \n", - "2920 Quarto 445 14.377_037_09 \n", - "4339 Folio 580 14.377_184_08 \n", - "4918 Quarto 675 14.377_281_04 \n", - "4980 Folio 685 14.377_291_02 \n", - "4987 Folio 686 14.377_292_00 \n", - "5013 Octavo und kleiner 691 14.377_297_02 \n", - "5014 Octavo und kleiner 692 14.377_298_00 \n", - "5015 Octavo und kleiner 692 14.377_298_01 \n", - "5030 Folio 695 14.377_301_00 \n", - "5031 Folio 695 14.377_301_01 \n", - "5200 Folio 722 14.377_330_03 \n", - "5840 Quarto 834 14.377_446_07 \n", - "5956 Folio 857 14.378_017_03 \n", - "6058 Folio 877 14.378_037_00 \n", - "7816 Folio 1181 14.378_349_00 \n", - "7817 Folio 1181 14.378_349_01 \n", - "7820 Folio 1181 14.378_349_04 \n", - "7986 Quarto 1208 14.378_376_02 \n", - "8079 Quarto 1223 14.378_391_03 \n", + " handwritten page number entry_ID \n", + "104 15 14.376_039_05 \\\n", + "280 52 14.376_076_05 \n", + "281 52 14.376_076_06 \n", + "4793 652 14.377_256_05 \n", + "6885 1008 14.378_170_05 \n", "\n", - " entry \n", - "1420 Recueil de curiosités de la nature & de l'art compose de quantité de beaux secrets dont quelquesuns ont etc. tirés du cabinet du Marquis de l'Hôpital, eprouves par Louis Lemery. Leyde. 1685. P. van der Aa. \\\n", - "1436 370 xRumphij (Georg. Everhardi) Thesaurus Imagium¬ Testaceorum, Cochlearum, & Conchiliorum, denique Mineralium, Lugd. Batavor. 1711. P. van der Aa. n. 275. \n", - "1578 409 Muntingij (Abrah.) Plantarum Historia hollandicé scripta cum Iconibus. 2 Vol. chartâ M. Lugd. Batav. 1696. Petrus van der Aa. n. 249. \n", - "1743 Hermanni (Pauli) Paradisus Batavus, cum Iconibus. Lugduni Batavorum. 1705. Petrus van der Aa. n. 891. \n", - "1967 xNuck (ant.) de ductu Salivali novo, Salivâ, ductibus Oculorum aquosis, & humori oculorum aqueo tractatus. Lugd. Batavor. 1685. P. van der Aa. n. 681. \n", - "2920 ...........Ejusdem opera cum Dion. Lambini, oberti Gifanij, Tanaq. Fabri, Thom. Creech, I. B. Pij, & aliorum notis; curâ Sigeb. Havercampi qui suas & Abrah. Preigeri notas adjecit edita. 2 Vol. Lugd. Batavor. 1725. Ianss. van der Aa. n. 1112. \n", - "4339 1013 Erasmi (Desiderij) opera omnia emendatiora & auctiora cum doctissimorum virorum notis. 10 Vol. in XI. Tom. chartâ M. Lugd. Bat. 1703. P. van der Aa.¬ n. 657. \n", - "4918 La Geographie moderne, naturelle, historique & politique dans une methode nouvelle & aisée, avec les Cartes generales & particulieres par Abraham du Bois,¬ 4 Vol. Leyde. 1729. P. van der Aa. en To. 3. n. 1336. \n", - "4980 1141 Carte nouvelle & la plus exacte de l'Empire & de toute l'Allemagne dressée sur les Lieux & rectifice sur les nouvelles observations de L'Academie des SCiences, & des plus habiles Geographes. grand Pap. Leyde. van der Aa. n. CCXLVII. \n", - "4987 1147 La Gallerie agreable du monde contenant des Tables¬ Geographiques, Chorographiques, & Topographiques, avec d'autres figures de Choses curieuses des IV. Parties¬ du Monde, & une courte explication. 66 Vol. en 25 Tomes. Leyde. Sans l'année. P. van der Aa. n. 737. \n", - "5013 Les Delices, ou description Topograph. de L'Italie avec fig. par le S.r Rogissart. 12.° 3 Vol. Leyde. 1706. P. van der Aa. n. 1767. \n", - "5014 Delices, ou description topographique de l'Espagne, & du Portugal avec fig. par Juan Alvarez de Colmenar. 12.° 5 Vol. Leyde. 1707. P. van der Aa. n. 1768. \n", - "5015 Delices, ou description topographique de l'Angleterre, de l'Ecoste & de l'Irlande. avec fig. par Iames Beeverell. 9 Vol. Leyde. 1707. P. van der Aa. en. 6. n. 1769. \n", - "5030 1164 Voyages d'Adam Olearius en Moscovie, en Tartarie, & en Perse traduits de l'original & augmentés par le S.r de Wicquefort, avec grand nombre de fig. gr. Pap. Leyde. 1719. Pierre van der Aa. n. 740. \n", - "5031 1165. Voyages de Jean Albert de Mandelslo aux Indes Orient. traduits de l'Original & augmentés par le S.r de Wicquefort, avec grand nombre de figures. gr. Pap. Leyde. 1719. Pierre van der Aa. n. 741. \n", - "5200 1213 Le Grand Theatre historique, ou nouv. Histoire univers. tant Sacrée que profane depuis la Creation du Monde jusqu'au commencement du 18.e Siecle, recueillie des plus Excellens autheurs anciens & Modernes, avec grand nombre de figures. 5 Vol. Leyde. 1703. van der Aa. n. 998. \n", - "5840 Ammiani Marcellini Historiæ Rom. a Constantino Magno ad Imperatorem Gratianum cum emendationibus ac observat. Frider. Lindenbrogij, & Henr. Adrianiq. Valesiorum; accedunt excerpta vetera de Constantini & Regum Italiæ gestis, omnia recognita cum notis a Iac. Gronovio.¬ Lugd. Batav. 1693. P. van der Aa. n. 2006. \n", - "5956 1505 Thesaurus Historiarum & Antiquitatum Italicarum a I. Georg. Grævio inchoatus & a Petro Burmanno continuatus ac editus, quo continentur optimi quique Scriptores qui Regionum ac Civitatum Italiæ res¬ antiquas aliasque vario tempore gestas prodiderunt cum figuris. 45 Vol. chartâ magnâ. Lugd. Batav. 1704. & annis Seqq. Petr. van der Aa \n", - "6058 1544 Sicilia Numismatica Philip. Parutæ ac Leonardi Augustini nunc primum additis Huberti Goltzi aliorumque Siciliæ descriptione & in singula Numismata explicationibus, cum Sigeb. Havercampi commentario, & Georg. Gualtheri Siciliæ ac Insular. adjacentium Tabulis antiquis & animadversionibus. 3 Vol. chartâ M. Lugd. Bat. 1724. P. van der Aa. n. 1504. \n", - "7816 2292 Græcarum Antiquitatum Thesaurus a Iac. Gronovio collectus & explicatus cum figuris. XIV. Vol. chartâ magnâ. Lugd. Batavor. 1697. & Seqq. Annis van der Aa. n 856. \n", - "7817 2293 Romanarum Antiquitatum Thesaurus a I. Georgio Grævio congestus & explicatus cum figur. XII. Vol. chartâ magnâ Lugd. Batavor. 1694. & Seqq. Annis van der Aa. n. 858. \n", - "7820 2296 Italicarum Antiquitatum Thesaurus a I. Georgio Grævio coeptus, nunc a Petro Burmanno continuatus ac editus cum figuris. 45 Vol. chartâ magnâ. Lugd. Batavor. 1704. & Seqq. Annis. van der Aa. n. 860. \n", - "7986 57. Gorlæi (Abrah.) Dactyliotheca, sive de Sigillariis tam Græcorum quam Romanorum Annulis Promptuarij cum Iac. Gronovij explicat. 2 Vol. Lugd. Bat. 1695. van der Aa n. 2078. \n", - "8079 94 Landi (Constantij) Selectiorum Numismatum & præcipuè Romanorum expositiones. Lugd. Batav. 1695. Balduinus van der Aa. n. 2100. \n", + " entry \n", + "104 51 Lamy (Bernardi) de Tabernaculo foederis, de Sanctâ Civitate Ierusalem, ac de Templo ejus Libri VII. cum fig. chartâ M. Parisiis. 1720. Ioan. Mariette n. 44. \\\n", + "280 113.......... Ejusdem de Civitate Dei opus. chartâ M. Rom. 1470. Sweynheym & Pannart. n. 2100. XI. P. 10* \n", + "281 114......... Ejusdem de Civitate Dei opus. in membranis. Venet. 1475. Nic. Ienson. 2225 XI. P. 22. \n", + "4793 Arntzenij Dissertationes binæ quarum prior de Colore ac tincturâ Comarum, postetior vero de Civitate Rom: Pauli Apostoli. 12.° Trajecti ad Rhen. 1725. Kroon. n. 1693 \n", + "6885 Nullitas Iniquitasque reünionis Alsatiæ; seu revisio Actorum demonstrantium Gallos supremum Imperium territoriale non magis in X Civitates Imperiales¬ unitas, quam in reliquos per utramque Alsatiam, Romano Imperio immediaté Subjectos ordines hactenùs tenuisse. 1707. absque loco Editionis. n. 720.*. \n", "\n", - " cleaned entry \n", - "1420 Recueil de curiosites de la nature & de l'art compose de quantite de beaux secrets dont quelquesuns ont etc tires du cabinet du Marquis de l'Hopital eprouves par Louis Lemery Leyde 1685 P van der Aa \n", - "1436 xRumphij Georg Everhardi Thesaurus Imagium Testaceorum Cochlearum & Conchiliorum denique Mineralium Lugd Batavor 1711 P van der Aa n 275 \n", - "1578 Muntingij Abrah Plantarum Historia hollandice scripta cum Iconibus 2 Vol charta M Lugd Batav 1696 Petrus van der Aa n 249 \n", - "1743 Hermanni Pauli Paradisus Batavus cum Iconibus Lugduni Batavorum 1705 Petrus van der Aa n 891 \n", - "1967 xNuck ant de ductu Salivali novo Saliva ductibus Oculorum aquosis & humori oculorum aqueo tractatus Lugd Batavor 1685 P van der Aa n 681 \n", - "2920 Ejusdem opera cum Dion Lambini oberti Gifanij Tanaq Fabri Thom Creech I B Pij & aliorum notis cura Sigeb Havercampi qui suas & Abrah Preigeri notas adjecit edita 2 Vol Lugd Batavor 1725 Ianss van der Aa n 1112 \n", - "4339 Erasmi Desiderij opera omnia emendatiora & auctiora cum doctissimorum virorum notis 10 Vol in XI Tom charta M Lugd Bat 1703 P van der Aa n 657 \n", - "4918 La Geographie moderne naturelle historique & politique dans une methode nouvelle & aisee avec les Cartes generales & particulieres par Abraham du Bois 4 Vol Leyde 1729 P van der Aa en To 3 n 1336 \n", - "4980 Carte nouvelle & la plus exacte de l'Empire & de toute l'Allemagne dressee sur les Lieux & rectifice sur les nouvelles observations de L'Academie des SCiences & des plus habiles Geographes grand Pap Leyde van der Aa n CCXLVII \n", - "4987 La Gallerie agreable du monde contenant des Tables Geographiques Chorographiques & Topographiques avec d'autres figures de Choses curieuses des IV Parties du Monde & une courte explication 66 Vol en 25 Tomes Leyde Sans l'annee P van der Aa n 737 \n", - "5013 Les Delices ou description Topograph de L'Italie avec fig par le Sr Rogissart 12° 3 Vol Leyde 1706 P van der Aa n 1767 \n", - "5014 Delices ou description topographique de l'Espagne & du Portugal avec fig par Juan Alvarez de Colmenar 12° 5 Vol Leyde 1707 P van der Aa n 1768 \n", - "5015 Delices ou description topographique de l'Angleterre de l'Ecoste & de l'Irlande avec fig par Iames Beeverell 9 Vol Leyde 1707 P van der Aa en 6 n 1769 \n", - "5030 Voyages d'Adam Olearius en Moscovie en Tartarie & en Perse traduits de l'original & augmentes par le Sr de Wicquefort avec grand nombre de fig gr Pap Leyde 1719 Pierre van der Aa n 740 \n", - "5031 Voyages de Jean Albert de Mandelslo aux Indes Orient traduits de l'Original & augmentes par le Sr de Wicquefort avec grand nombre de figures gr Pap Leyde 1719 Pierre van der Aa n 741 \n", - "5200 Le Grand Theatre historique ou nouv Histoire univers tant Sacree que profane depuis la Creation du Monde jusqu'au commencement du 18e Siecle recueillie des plus Excellens autheurs anciens & Modernes avec grand nombre de figures 5 Vol Leyde 1703 van der Aa n 998 \n", - "5840 Ammiani Marcellini Historiae Rom a Constantino Magno ad Imperatorem Gratianum cum emendationibus ac observat Frider Lindenbrogij & Henr Adrianiq Valesiorum accedunt excerpta vetera de Constantini & Regum Italiae gestis omnia recognita cum notis a Iac Gronovio Lugd Batav 1693 P van der Aa n 2006 \n", - "5956 Thesaurus Historiarum & Antiquitatum Italicarum a I Georg Graevio inchoatus & a Petro Burmanno continuatus ac editus quo continentur optimi quique Scriptores qui Regionum ac Civitatum Italiae res antiquas aliasque vario tempore gestas prodiderunt cum figuris 45 Vol charta magna Lugd Batav 1704 & annis Seqq Petr van der Aa \n", - "6058 Sicilia Numismatica Philip Parutae ac Leonardi Augustini nunc primum additis Huberti Goltzi aliorumque Siciliae descriptione & in singula Numismata explicationibus cum Sigeb Havercampi commentario & Georg Gualtheri Siciliae ac Insular adjacentium Tabulis antiquis & animadversionibus 3 Vol charta M Lugd Bat 1724 P van der Aa n 1504 \n", - "7816 Graecarum Antiquitatum Thesaurus a Iac Gronovio collectus & explicatus cum figuris XIV Vol charta magna Lugd Batavor 1697 & Seqq Annis van der Aa n 856 \n", - "7817 Romanarum Antiquitatum Thesaurus a I Georgio Graevio congestus & explicatus cum figur XII Vol charta magna Lugd Batavor 1694 & Seqq Annis van der Aa n 858 \n", - "7820 Italicarum Antiquitatum Thesaurus a I Georgio Graevio coeptus nunc a Petro Burmanno continuatus ac editus cum figuris 45 Vol charta magna Lugd Batavor 1704 & Seqq Annis van der Aa n 860 \n", - "7986 Gorlaei Abrah Dactyliotheca sive de Sigillariis tam Graecorum quam Romanorum Annulis Promptuarij cum Iac Gronovij explicat 2 Vol Lugd Bat 1695 van der Aa n 2078 \n", - "8079 Landi Constantij Selectiorum Numismatum & praecipue Romanorum expositiones Lugd Batav 1695 Balduinus van der Aa n 2100 " + " cleaned entry \n", + "104 Lamy Bernardi de Tabernaculo foederis de Sancta Civitate Ierusalem ac de Templo ejus Libri VII cum fig charta M Parisiis 1720 Ioan Mariette n 44 \n", + "280 Ejusdem de Civitate Dei opus charta M Rom 1470 Sweynheym & Pannart n 2100 XI P 10* \n", + "281 Ejusdem de Civitate Dei opus in membranis Venet 1475 Nic Ienson 2225 XI P 22 \n", + "4793 Arntzenij Dissertationes binae quarum prior de Colore ac tinctura Comarum postetior vero de Civitate Rom Pauli Apostoli 12° Trajecti ad Rhen 1725 Kroon n 1693 \n", + "6885 Nullitas Iniquitasque reünionis Alsatiae seu revisio Actorum demonstrantium Gallos supremum Imperium territoriale non magis in X Civitates Imperiales unitas quam in reliquos per utramque Alsatiam Romano Imperio immediate Subjectos ordines hactenus tenuisse 1707 absque loco Editionis n 720* " ] }, - "execution_count": 11, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -594,41 +271,19 @@ "def search_in_entry(df, string):\n", " return df[df['cleaned entry'].str.contains(string)]\n", "\n", - "info = search_in_entry(search_in_entry(entry_df, 'van der Aa'), '')\n", + "info = search_in_entry(search_in_entry(entry_df, 'Civitate'), '')\n", "print(len(info))\n", "info" ] }, { - "cell_type": "code", - "execution_count": 68, - "id": "99bf3f99-a6b0-471a-bdf6-0c8ddfa2824a", + "cell_type": "markdown", + "id": "2dd8e294-541c-4fb1-9dfe-949db3dbaf39", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "volume 14.378\n", - "page number 125\n", - "category Historia Nova Europæ\n", - "subcategory Historia Franciæ Singularum vel aliquot temporum; Vitæ Regum, & aliæ; Libelli Memoriales; aliaque\n", - "format Octavo und kleiner\n", - "handwritten page number 965\n", - "entry_ID 14.378_125_06\n", - "entry Le Mercure françois contenant ce qui s'est passé depuis¬ 1605 jusqu'en 1644. 25 Vol. Paris. 1609. Richer\n", - "cleaned entry Le Mercure françois contenant ce qui s'est passe depuis 1605 jusqu'en 1644 25 Vol Paris 1609 Richer\n", - "Name: 6585, dtype: object" - ] - }, - "execution_count": 68, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "entry_df.loc[6585]" + "entry_df.loc[185]" ] }, { @@ -1770,9 +1425,11 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "faf71a33-8cbf-4b10-b11d-06a0c170fdee", - "metadata": {}, + "execution_count": 142, + "id": "26187198-542d-48a6-9609-bf3d443a3119", + "metadata": { + "tags": [] + }, "outputs": [], "source": [] } -- GitLab